Career development

Anonymous member

6h

My boss recently reduced my salary. I'm totally very confused because their was no clear reason for doing that. Kindly advice me on the way forward.

Ezekiel Kayanja
1m
First read your JD properly and fullfil your duties, ensure you don't arrive late. Avoid anything that can lead to a warning letter. Deny him any... chance of sacking you directly. Secondly aggressively look for another better job. more
selina rodriugez
25m
Where you located at like city ?

Stuart Harper

Career development

5d

I had a job interview last Wednesday. The HR person said they’d call me back in a few days. I know a week is normal to wait, but how long does it usually take to hear back? If they didn’t call soon, does that mean it’s a no? Thanks

1

Jennifer Servis
1h
I’m a recruiter and I would suggest that you email the recruiter or hiring manager instead of calling, therefore, you’re showing interest while not... unintentionally cutting into another candidate’s interview time. The email would show your interest and also as a small reminder to the hiring person that you’re available for work. Usually if a recruiter hasn’t reached out to you within a two week time period or haven’t followed up with you on the final interview that you’ve had it may mean that they are still actively interviewing, narrowing down their decision, or that the role was extended to another candidate. more
Susan Roth
12h
Call them. It shows interest.

Anonymous member

Career development

1d

Please i recently interviewed for a big firm , got to final stage interview and later received a rejection . i had previously looked up my interviewers ( 4 people ) on Linkedin and found them. is it a good idea to send them a connection request? i am really disappointed and pained as i had envisioned myself in the role already.

2

Sandra Dupre
5h
When you can imagine, it you have to walk on faith.
John Heinrich
13h
Yes I'd send them a 'follow'. You need the feedback on why you didn't get hired, but you need a relationship with them first.

Anonymous member

Career development

4d

I have been unemployed for two years. I've been searcing for work the whole time and only got two interviews. Both interviews went badly. I have lost confidence in my self and skills. How can I best keep my mind sharp and improve job seeking results

4

NDABAMENYE Joseph
6h
Two years without stable work can affect confidence, even for capable people. The fact that you kept applying and still showed up for interviews says... you have persistence — and that matters more than most people realize.

A practical way forward is to work on two things at the same time:

rebuilding momentum and confidence
improving the job search system itself

Here’s a structure that usually helps people get unstuck:

Keep your mind sharp

Treat unemployment like a temporary training season, not “waiting time.”

Spend 1–2 hours daily learning or practicing something connected to your field.
Use free platforms like:
Coursera
LinkedIn Learning
freeCodeCamp
Google Career Certificates
Read industry news or watch tutorials regularly.
Build small projects, volunteer work, or freelance samples to keep skills active.

Even one small completed project can help restore confidence.

Improve interview performance

Bad interviews usually improve with repetition and preparation.

Try this:

Write more
Hariel Corsair
1d
Wow. 2 years. Memories of Covid were still fresh back then. But opportunities and additional ways of building income were sprouting up all over as... well. Zoom became the new office! hahaha
It also became easier to get in rooms (like this) and surround yourself with positive, forward-thinking people nationwide. I found it more enjoyable and financially profitable to work for myself! Don't give up on yourself. Just surround yourself with folks who will believe in you, more than you believe in yourself. :-) more

Career development

1d

Biggest Résumé Mistakes and How You Can Avoid Them

Going into my first year of college, I had no clue what a résumé even was. I had experience, but none of my previous jobs required me to submit a résumé when I applied. So, when my on-campus job asked for one, I scrambled to throw it together. I asked everyone I could for their help. With a horrible résumé (and a ton of grace given by my boss), I was hired.

Now, as a student assistant in the... Journalism Dean's Office, I review résumés daily. This is a list of the biggest mistakes I see in the office and how you can fix them to improve your résumé and chances of getting hired.

Contact information

Contact information is located beneath your name at the top of your résumé. This section includes your phone number, email address, LinkedIn, city and state and portfolio (if you have one).

More than one email address

The first mistake I see in the contact information section is including more than one email address. A lot of college students think it's best to list both their student email and personal email address to give the employer more options to choose from. While this is a good idea in theory, it can be confusing for employers to figure out the best way to contact you. Instead, list the email address that you check most frequently, whether that's personal or school. If you're a graduating student, you should list your personal email and make a habit of checking it regularly.

Not including LinkedIn

If you do not have a LinkedIn profile in college, you're doing it wrong. LinkedIn is an extremely important form of social media used for networking with people in your industry. Although it is understandable not to have a LinkedIn profile your first year of college, it is highly recommended that you create one before the beginning of your sophomore year.

The next step is putting the hyperlink to your profile in your contact section. Don't just link it to the word "LinkedIn;" copy and paste the full URL to ensure your profile can still be accessed easily if your resume were to be printed.

Including a picture

In the United States, federal law prohibits discrimination based on race, gender, ethnicity, age, etc. Including a picture on your résumé may trigger unconscious bias from your employer and prevent you from even making it to the interview stage. Some employers will even immediately reject résumés with photos to avoid potential discrimination accusations.

Education

This section is the most important information on your résumé as a college student. It includes your college, major, degree, GPA (if a 3.0 or above), expected graduation and minors or certificates, if applicable.

Getting your degree and major name wrong

This might be surprising to some, but in fact, many students get their degree and major wrong! All colleges have different degrees and major names, so it's important to check your school website for the official name of your degree.

High school information after your first year

As unfortunate as it is, employers don't care what you did in high school if you're a college student. It is much more important what you are doing in college, so high school should be completely omitted.

The exception to this rule is first-year college students. This is because until the end of the first semester of college, first-years do not have a GPA or much experience in their degree. That being said, it is generally recommended to remove your high school information from your education section after the first semester of freshman year, and definitely before the beginning of your sophomore year.

Experience

Your experience is the second most important information on your résumé. This section includes your past and present work experience with two to four detailed bullet points describing the work you did in each position, as well as the location and time frame you worked.

Missing detail

An important thing to remember when writing the bullet points for your experiences is to add detail! Employers don't just want to know what you did; they want to know how you did it. Instead of saying, "Wrote articles for Her Campus." You should say, "Wrote 6+ articles for Her Campus over topics of self-love, entertainment, culture, etc." This way of writing gives your employer a better understanding of your capabilities while quantifying your work and adding credibility.

Not including unpaid experiences

Unpaid experiences make up a large portion of a college student's experience. From internships to organizations, college students gain lots of unpaid experience. And many students think that because they did not earn a paycheck for these experiences, they cannot include them on their resume. That is not true. Employers care much more about the knowledge you have gained and experience you have in the position, rather than the amount of paid work you have.

Skills

Your skills section should always be the last section of your résumé. This section is a simple list of skills that you haven't expressed in your experience sections.

Soft skills

Your skills section should be solely hard skills. Things like teamwork, leadership and other soft skills are good to have, but they can easily be demonstrated in the bullet points of your experience section or in an interview.

Instead, include hard skills relevant to the job you are applying for. If you're a journalism major, your skills section should include things like AP style writing, video editing and photojournalism. You can also include programs that you are familiar with. Think Microsoft 360, Canva or Adobe. These kinds of skills will give your employer more information about the skills you possess.

Formatting

Although not a section, formatting your résumé the correct way is extremely important to the hiring process.

Using templates

As tempting as a super cute Canva or Word template is, do not give in! Most templates are formatted in a two-column style that doesn't scan well with applicant tracking systems (ATS). This means that your résumé could be thrown out before an actual human even takes a look at it. Instead, make your own one-column template that you can use over and over again.

Typos

This might sound like an obvious one, but it is so important to triple-check your résumé for spelling and grammar errors. Even one typo can get your résumé thrown in the trash. Employers tend to see typos as a liability later down the line. If you're not checking your résumé for misspellings, it signals to your employer that you'll make that mistake with important work as well.

More than one page

Résumés are recommended to be only one page in order to not overload your employer with unnecessary information. The average amount of time an employer spends reviewing a résumé is six to seven seconds. A résumé that is short and easy to read will allow your employer to focus less on trying to decipher your résumé and more on the skills you could bring to their team.

The most important thing to remember is that your résumé is a living document. This means that you can (and should) constantly be updating it. You should change your résumé for every application you submit.

Résumés are a hard skill to master, but once you understand the reasoning behind all the factors, it will all click and you'll have no trouble creating and editing your résumé. more

3

Maganda Moses
8h
Thanks
Maganda Moses
8h
Thanks

Career development

11h

Channel Factory's Prashant Ray on his Mother's wisdom

This Mother's Day, we reached out to a select group of leaders and changemakers from across the industry to celebrate the woman who shaped them first. We asked them to move beyond résumés and milestones, and share one indelible lesson from their mother -- or a mother figure -- that continues to guide them in work, in life, and in the way they lead. In this special feature, Prashant Ray, Director... of Marketing - India, SEA, MENAT & Japan, Channel Factory, offers an intimate glimpse into the quiet wisdom and strength that built them. Read on.

My mother never went to school to learn management, finance, or leadership -- yet she has been my greatest teacher in all three. Growing up in a small town, she built a world around our family with nothing but quiet determination.

For 42 years, she stood beside my father -- not just as a partner, but as the foundation he stood on. She managed a household, built assets for the future, held emotions together when everything felt uncertain, and kept the family whole, all without ever asking to be acknowledged for it.

When I moved away from home 22 years ago, there were long stretches where I lost touch, even with my father. She was always the bridge. She never made it a moment of conflict or complaint. She simply kept the thread intact, from her side, in silence.

The one lesson that stays with me, in life and in how I approach my work, is this: real impact doesn't need an audience. She never waited for recognition to do what mattered. She just did it, consistently, selflessly, and with complete ownership.

In a world that constantly measures success by visibility, she taught me that the most enduring things, trust, stability, relationships, legacy -- are built quietly, over years, without fanfare.

I carry that with me every day. more

Career development

11h

Birla Open Minds Education's Nirvaan Birla on his Mother's wisdom

This Mother's Day, we reached out to a select group of leaders and changemakers from across the industry to celebrate the woman who shaped them first. We asked them to move beyond résumés and milestones, and share one indelible lesson from their mother -- or a mother figure -- that continues to guide them in work, in life, and in the way they lead. In this special feature, Nirvaan Birla, Founder... and Managing Director of Birla Open Minds Education Ltd., offers an intimate glimpse into the quiet wisdom and strength that built them. Read on.

So much of who we are is shaped over time by the things we watch our mothers do, the quiet strength they carry, the way they put everyone before themselves, and the love they give so effortlessly every single day.

One of the biggest lessons I've learned from my mother is the importance of showing up with kindness, resilience, and grace, no matter what life looks like. Through every situation, she has taught me that strength is not always loud; sometimes it's found in patience, consistency, and the ability to keep going even on difficult days.

That lesson continues to guide me in both my personal and professional life. Whether it's handling challenges, supporting the people around me, or staying grounded through success and setbacks, I find myself carrying forward the values I learned simply by watching her.

As I grow older, I appreciate more and more the countless sacrifices, the unconditional support, and the positivity she has brought into our lives. So much of who I am today comes from her, and I will always be grateful for that. more

Career development

14h

Miss Manners: Sneaky tests for job applicants

DEAR MISS MANNERS: I heard this anecdote in college and a couple of times in the years since then: An applicant goes to a job interview. There is a piece of crumpled paper on the floor of the interviewer's office, not far from a trash can. This a test: Anyone who doesn't stop to pick up the trash and dispose of it will not be hired because they are careless.

I mentioned this to an older family... member once. She said that she would have ignored any trash on the floor because the interviewer is essentially a host, and it would be rude for the applicant to correct their "mistake" of not cleaning it up.

GENTLE READER: While disapproving of traps disguised as hiring practices, Miss Manners does enjoy the test from a philosophical point of view.

Her choice would have been to ask if the interviewer would prefer the trash in the basket (avoiding any jokes about the interviewer having missed the target) and then proceed accordingly.

It would show initiative but also defer to the preferences of the employer - qualities that are desirable in a direct report. But this all being highly subjective is exactly why it should not be used as a hiring technique.

DEAR MISS MANNERS: An issue I am repeatedly experiencing in my professional and personal life is that when someone calls and I send them to voicemail (because I cannot take their call at the time), often the person hangs up and calls right back. Sometimes they do this several times in a row.

It is extremely frustrating. If I declined your call, it means I am not available to talk at the time. Hanging up and calling back won't make me available; all it will do is interrupt what I am doing and make me frustrated.

In my profession, I do remote health assessments with patients. It is quite common for another patient to call when I am on the phone with someone else. I will send that call to voicemail, and then the person will hang up and call back. I have had people call back six or seven times in a row, interrupting the care I am attempting to give another patient.

It seems to be that many people today think that repeatedly calling is going to give them a better chance of reaching the person. This is a false assumption.

I beg you to get the word out to your readers: If someone cannot take your call, they can't take your call. If you are sent to voicemail, leave a message and give it a rest. Maybe try back later. But please don't be that rude person calling over and over to someone who is not available at the time.

GENTLE READER: Noted. Miss Manners is certain that you already thought of using technology to solve the problem - putting your phone on "Do Not Disturb" and so on.

But you also might remind your patients that if they think everything is an emergency, then nothing will be. It will not be as effective as just ignoring them, but at least it will have been said out loud.

Please send your questions to Miss Manners at her website www.missmanners.com. more

Career development

15h

Job seeker accepts 'fully remote' job, gets told they have to be in the office 3 days a week during their induction: 'This team has been hybrid for a while now'

Why do job applicants get penalized if they lie on their résumés, but companies get away with doing it on job listings?

While there are people out there who are desperate enough for work that they will take any old job, plenty of job seekers are intentional when they are looking for work. Just as a hiring manager may set out a list of requirements for a candidate, they have certain qualities that... they are looking for in the day-to-day work experience. They want some reassurance that this won't be a role that makes them miserable.

Unfortunately, one of the struggles of the contemporary job market is that there are certain employers who have no problem with doing a bait and switch. A job that they advertise as 'exciting' mostly involves filling out spreadsheets, or their boasts of unlimited PTO come with significant strings attached.

One of the most irritating lies that companies tell about the roles that they advertise is the promise of remote work. It is not uncommon to claim that there is a possibility for WFH that just does not end up materializing the way a candidate thought it would. If they are paying rent on an office, the likelihood is that they want their employees to see it some of the time. more

Career development

20h

Fair City's Orla tries to set another date with Rafferty but he's flirting with someone else

Fair City: Orla tries to set up another date with Rafferty(Image: www.kipcarroll.com)

On Friday night's Fair City, encouraged by Kira, Orla attempts to set another date with Rafferty.

However she's miffed when he's distracted by work when she approaches him.

Holly prepares for a job interview with a work associate of Emma's.

Kira is intrigued when she spots Rafferty and Claire acting flirty... while discussing work.

Orla tries to subtly get information from Emma on Rafferty's relationship with Claire.

Emma confides in Holly that she would feel uncomfortable digging around about Claire but suggests Holly should tell Orla if she finds out anything.

Elsewhere in Carrigstown, Lorcan is perplexed when Nora unintentionally contradicts Carol's cover story.

Lorcan confronts Carol and demands to know what's really going on, asking point blank if JJ is a criminal.

Carol dismisses him, admitting that JJ knows some dodgy characters but isn't involved in anything illegal himself.

Carol warns JJ that Lorcan is suspicious of him, but JJ assures her he'll speak to him.

JJ approaches Lorcan and asks is there something he needs to ask him.

Lorcan becomes spooked by JJ's intensity and denies any suspicions.

While Dean keeps himself busy working in Hot Pots and covering shifts in Vinos, Ray and Leo worry he's still not over Mairead.

Ray becomes concerned about finances when Nora announces they've been invited to a weekend-long wedding.

Ray becomes irritated when Dean continues to stay in their house but doesn't pull his weight with chores.

Plus, Ellie urges Alex to pressure Cristiano to hire more staff for Brewzers so Alex can have more time to work on his music.

Alex reminds her that Cristiano is in Belgium so he must wait for him to approve applicants before he can interview.

Ben is charmed when Síofra arrives at Brewzers and asks if her job application has been accepted.

Alex advises her that it's not his call.

Ellie insists on drafting a forceful email for Alex to send to Cristiano to get him to hurry up hiring.

Alex is unsure about the tone of the email, but Ellie and Ben encourage him to send it. more

Markus Robinson

Career development

2d

Hi! Do you trust your gut? I got the job after the interviews, but I feel like the employer isn’t telling me everything. It’s a weird feeling. I’m a bit scared to go to the office on Monday

1

peter elweu
1d
If you’ve learnt the art of trusting your gut and things have always worked out in your direction of the trust, it can apply in this situation as... well. Just don’t mistake the noise in your head for a gut feeling. more
Renata Fester
1d
First and foremost, be careful not to confuse new job jitters with suspicion s. Your new employer almost definitely did not tell you everything why... would he. You were not yet a member of staff so telling you anything about the business that is outside of a recruitment process would not have been shared. This is completely normal. 2ndly you are.most likely on a 3mnth probationary period, use it wisely. In as much as the company will be evaluating your fit for them, you should be evaluating their fit for you. If it doesn't feel right after a fair chance,you have every right to decline a permanent offer,or even not complete the probationary period without any complications.
That said, dont simply dismiss your instinct because you habe no evidence of something being off. Often this is not as simple as something being inherently wrong, but a matter of an alignment or misalignment with what is truly important for you.at this stage in your career. Don't ignore that,its soul destroying. more
41 reply

Career development

21h

Red Crayon and a Dream: Why This 'Unprofessional' Job Application Actually Landed the Interview

You never know what's going to catch the eye of a hiring manager...so why not get creative once in a while?

A restaurant manager talked about why they picked someone for a job interview because they did something surprising on their application.

Read on and get all the details below.

"Back when I was the day shift GM at a certain steak restaurant (no, not that one, the other one), we were doing... a hiring streak for the new location's grand opening.

I had a BIG stack of applications to go through.

LOL.

A few stand out as being memorable, like the guy who listed his fellow inmates and his parole officer as references (I was willing to give him a shot, but he missed his interview by being arrested and in jail again), or the woman who had "tons of experience" listing her last 5 restaurants where she'd worked a total of 2 weeks.

But the one that really caught my attention was the application written in red crayon. Yes, seriously. Neat printing throughout, but completely done in red crayon. I called this guy in for an interview just for the hell of it.

When he showed up he was well dressed (polo shirt, black jeans, comfortable non-skid shoes), had excellent references, a decent work history, good knowledge of restaurant work (dish pit, bussing, and prep), and overall, was perfect for the job.

Finally, at the end of the interview (I'd already decided to hire him. I'd be insane not to!), I asked the big question: "Why did you fill out the application in red crayon?"

Good idea!

"Well, I figured you'd have a ton of applications to dig through, so I wanted to stand out."

After his second day on the job, I jokingly told him "You're the best worker we've got! Any more like you at home?"

"Well, I've got a brother who could use a job."

He brought his brother in the next day for a trial run. Hired him on the spot, too. The brothers were still working there when I left 4 years later, and they took over my position as co-GMs."

Reddit users spoke up.

This person weighed in.

Another Reddit user shared their thoughts.

And this reader spoke up.

You gotta find some way to stand out in a crowd!

If you enjoyed this story, check out this post about a woman who told the interviewer exactly what she thought of him before she left for the day. more

Career development

21h

'Struggling To Get Even 1 Interview': Delhi Techie Laid Off 2 Months Ago Shares Frustrating Job Hunt Experience

A Delhi techie with 11 years of experience says he has struggled to get even one interview after being laid off, sparking debate over AI-led hiring trends

A Delhi-based tech professional with more than a decade of experience has triggered a widespread debate after revealing that he has failed to land even a single interview since being laid off two months ago.

The candid post about sending out... applications daily with little to no response has struck a nerve among professionals across the industry, many of whom say the tech job market has become far tougher amid AI-led hiring systems and rising competition for senior roles.

Devendra Pratap Singh, a software engineer with more than 11 years of experience, shared his concerns on Reddit, saying the silence from recruiters has been unlike anything he has encountered in his career so far. Singh's résumé includes stints at companies such as BookMyShow, Zynga Gaming, FanCraze, and Spinny.

According to Singh, his current experience is drastically different from what he saw during his previous job switch just a few months ago.

"Usually, calls always come, but I was laid off two months ago, and it's been total silence," Singh wrote on Reddit. "I'm applying every day, but I'm hardly getting any response from HRs."

He added that only seven to eight months earlier, recruiters had been reaching out frequently. "That time I was constantly getting HR calls, weekly two-three interviews and I had two offers in hand," he said, underlining how sharply the market appears to have shifted in a short span of time.

Singh also suggested that the growing use of artificial intelligence in recruitment may be contributing to the slowdown. He expressed concern that automated filtering systems are making it harder for candidates to even reach the interview stage.

"It's something I've never seen before... it's a bit scary to see the market like this after so many years," he wrote.

Rather than remaining inactive during the job search, Singh said he has started conducting paid mock interviews focused on coding and system design. He noted that he offers flexible pricing and is even willing to help some candidates free of cost if they cannot afford to pay.

"I don't want to just sit around," he said, explaining that the initiative allows him to stay engaged while also supporting other job seekers navigating a difficult hiring climate.

He has also been attempting to expand his visibility through networking and open-source contributions, encouraging users to connect with him on LinkedIn and explore his GitHub projects.

The Reddit post quickly drew a flood of reactions. "Bro don't believe these kinds of posts they are mostly engagement farming, i know lots of people who worked in their own startups or early stage startups and they easily got interview calls and some also got jobs," one user commented.

Another wrote, "He might be targeting high paying ones, which often demand very niche skills."

A third user suggested that Singh revisit how he presents his experience to employers. "If you're not getting calls, please ask someone to review your resume... most likely it's your resume," the comment read.

Others pointed to salary expectations and seniority levels as possible reasons behind the lack of responses. "It's all about the experience vs pay. 11 yrs of experience is not paying the same amount as per expectation," another user said.

One tech talent acquisition professional offered a more detailed assessment, writing, "Looked at his profile, it feels more like a positioning issue. Seems he optimised for titles and probably salary when he could and now those levers have run out. For Staff or Principal roles, the bar is much higher. Hiring managers look for substance and clear proof of impact. He can still land roles, but maybe not exactly the ones he's aiming for right now."

Another user acknowledged the impact of AI on the sector while remaining optimistic about experienced engineers. "AI has surely impacted the industry, but... any good startup would love to have you as their core engineer," the comment stated. more

Career development

22h

Inside the PyNyx College Portal: Bringing Signal, Not Noise, to Campus Hiring

Inside the PyNyx College Portal: Bringing Signal, Not Noise, to Campus Hiring

Ask any Training & Placement (TNP) cell what keeps them up at night, and the answers tend to sound the same: hundreds of résumés that look identical, students grinding generic coding problems, and recruiters who never really see the true potential of the batch. The PyNyx college portal is built to attack exactly that... problem, from the ground up.

Instead of just tracking marks, attendance, and a list of "placed" students, PyNyx focuses on something far harder to fake: how students actually think, reason, and build. It's a system designed not just to manage placements, but to surface real engineering talent inside a campus and put it in front of the right companies.

What PyNyx Is Really Solving for Colleges

Most college ERPs and placement portals were built for administration, not for outcomes. They store data; they don't create opportunity. PyNyx starts from the opposite direction: it treats your students' learning journey as a live signal that recruiters can trust.

At its core, PyNyx is a learning and recruitment platform that models a student's "mental map" as they solve problems and build projects, instead of judging them on one-off tests or keyword-stuffed résumés. For a college, that translates into a portal where academic data, skills, GitHub work, and placement readiness live in one coherent space.

The Learner View: Structured Roadmaps, Not Random LeetCode

Open PyNyx as a student and the first thing you notice is that it doesn't throw an endless problem feed at you. It gives you roadmaps.

PyNyx currently offers curated DSA tracks like "30-DSA Noob", "45-DSA Normie", and "60-DSA Pro," each with clear daily targets and progress lines that show where you are versus where you should be. This matters in a college context: instead of vague advice like "do DSA every day," TNP cells can point students to a concrete, time‑boxed plan with 30, 45, or 60 days of work laid out for them.

Each roadmap is broken down into clusters -- Basic Math, Array Level‑1, Array Level‑2, and so on -- where every topic has a small, well-chosen problem set. A typical early milestone might include counting digits, reversing numbers, checking palindromes, then stepping into arrays with largest element, second largest, sorted check, and duplicate removal before moving to slightly deeper tasks like left rotation, moving zeroes, and union of arrays.

The intent is simple: replace random problem-solving with deliberate, structured practice that builds confidence and depth in a predictable way. For a college, that means you can align pre‑placement training or bootcamps directly with these roadmaps, instead of reinventing your own question lists every semester.

Socratic AI: An Assistant That Makes Students Think

PyNyx describes its engine as "Socratic guidance. No spoilers." That is not just marketing language. The AI is built to nudge rather than dump solutions.

When students get stuck, the system does not immediately spit out a full solution and kill the learning moment. Instead, it asks leading questions, probes the student's current approach, and pushes them to reason through the edge cases and errors. That style matters in a campus setting: it moves students away from "pattern recognition" (I've seen this solution before) toward genuine problem‑solving (I understand why this approach works or fails).

For faculty and TNP coordinators, this changes the conversation. You no longer have to guess whether a student completed 300 problems by copying; you can look at how they interacted with the platform, how they iterated, and how their reasoning evolved over time.

Project Intelligence: Turning GitHub into an Engineering Profile

Every college has a handful of students whose GitHub profiles tell a far better story than their marksheets. PyNyx leans heavily into that reality with its Project Intelligence layer.

Students connect their GitHub accounts, and PyNyx deep‑scans repositories -- architecture, code quality, tech stack, and engineering depth -- to build a richer developer profile. You don't just see "knows Python and React"; you see concrete projects like AI assistants, microservices gateways, schedulers, computer vision tools, and mobile apps, all summarized with stack, complexity, and impact.

Under the hood, PyNyx infers an "engineering maturity level" and surfaces dimensions like technical depth, problem & impact, code quality, testing, performance, security, and git hygiene. This is the kind of signal a recruiter typically only gets after a long technical round -- or never gets at all.

For a college, the portal aggregates this into something powerful: cohorts of students tagged by actual engineering maturity, not just CGPA. When a company comes looking for "solid intermediate freshers with serious project work," the TNP team can shortlist from a list that is grounded in hard evidence.

Resume Intelligence: One Profile, Many Targeted Resumes

Every drive brings a flood of job descriptions, and students often respond by sending the same PDF everywhere. PyNyx's Resume Intelligence is built to break that pattern.

Inside the portal, students can paste any job description. The system then restructures their resume end‑to‑end: it rewrites the summary around the target role, reorders skills, foregrounds the most relevant projects (leveraging the GitHub analysis), and optimizes for ATS compatibility. It even surfaces an ATS‑style compatibility signal with notes like "strong React match, missing Docker, good keyword density."

The result is a highly targeted resume that stays honest to the student's actual profile but speaks in the language of that specific job description. For TNP cells, this unlocks a new workflow: instead of reviewing hundreds of generic PDFs, you can guide students to generate tailored versions per company and quickly check that each submission is aligned.

The College Dashboard: Clarity for TNP and Administration

On the college side, PyNyx offers a dedicated TNP portal designed to give a live, high‑resolution view of the student base. The public website describes it simply: "See your students real talent and shortlist for drives accordingly."

Behind that line is a deeper shift. The college portal can sit at the center of three critical flows:

Learning: Tracking roadmap completion, problem‑solving behavior, and conceptual depth across batches.

Projects: Understanding which students are building serious systems, their tech stacks, and their engineering maturity.

Placement readiness: Seeing who is resume‑ready, role‑aligned, and prepared for specific companies based on genuine skills, not just intent.

Instead of Excel sheets and fragmented systems, the TNP cell gets a single, structured view that makes campus hiring less of a guessing game and more of an informed matching process.

For Recruiters: Hiring by Mental Models, Not Just Marks

PyNyx is explicit about its value proposition to recruiters: "See how they think, not just what they remember. Hire based on mental models."

From a college's perspective, this is a huge advantage. When you onboard PyNyx as a campus partner, you're essentially offering companies a pipeline where:

Students have followed structured DSA and problem‑solving roadmaps.

Their GitHub and project work has been normalized into an understandable engineering profile.

Their resumes are tuned to specific roles, backed by AI that understands both the candidate and the JD.

This elevates the status of your campus in the eyes of hiring teams. You're no longer sending "a list of students" but a set of deeply profiled, skill‑mapped engineers.

Why PyNyx Matters for the Next Decade of Campus Hiring

The story of campus placements is changing. Standardized tests and mass online assessments are no longer enough to separate genuine builders from shallow preparation. Colleges that adapt early will have a clear edge.

PyNyx's college portal is not yet another dashboard to log into; it is an infrastructure layer for learning, showcasing, and matching talent. It helps students move from memorization to reasoning, from side projects to an engineering identity, and from generic résumés to role‑aware applications. For colleges, it offers an honest view of the batch's true capabilities and a credible way to present that to the market.

If you're part of a TNP cell, administration, or faculty leadership and you're rethinking how your campus prepares students for modern engineering roles, PyNyx is worth a closer look. You can explore the platform and its dedicated college onboarding flow via the "TNP Portal" entry point on the official site. more

Mildred Priest

Career development

3d

Question for recruiters: Would you hire a VERY self-confident candidate? He made a good impression in the interview, and according to references he’s an excellent specialist. But I felt he was a bit arrogant and too independent. I wouldn’t want him to create problems in our well-coordinated team. What do you think?

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Pankaj Rathod
22h
Confidence comes from ability and knowledge in the field. If you are afraid of strong personalities, it is your weakness as a manager. Hire best... talent and manage them well. Anyways, weak personalities may be obedient, but do not add much value to the organisation. This is the key to progress. more
Renata Fester
1d
Arrogant? Very confident? Too independent? Its sounds like you've already cast judgement and decided you dont want these traits on your team. I wonder... why that is. This sounds like code for not easy to bully=arrogant; knows the job and will likely show me up=too confident; has sunstantial professional boundaries = too independent. One has to ask is this about a competent,confident team member coming on board OR is this about you feeling threatened by someone who has the potential to out perform you and the rest of the team and possibly raise the bar which could raise questions about current performance? Confident,competent managers always look for team members who are better than they are
It makes them look good. The better question you should be asking is why does this bother me and why am I afraid of bringing this person on board. more
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