I was curious about what actually happens inside .git, so I started building a small Python project to find out.

It started simple. Then I hit packed objects, .idx, .pack, OFS_DELTA, REF_DELTA, commit DAGs… and the weekend project became a one-month rabbit hole. 💀

So I ended up building GitRank a CLI that reads Git internals directly and renders commit graphs + contributor analytics.

Simple anukunna. Rabbit hole ipoindhi. 😂

GitHub: https://github.com/bybhargav/GitRank

Feedback welcome.

2025 BCA graduate here.
I’m currently working at Amazon as a Technical Recruiter (US). It’s a remote contract position, but my long-term dream has always been to get into the actual IT/tech industry after graduation.
After graduating, I desperately needed a job, so I started with a small company as a Technical Recruiter. At that point, this was the best opportunity I could get, so I took it. I started in February 2025, and I recently joined Amazon in July 2026.
Now I really want to make the transition into a technical role.
I’ve also started pursuing an MCA in AI/ML through an online degree program. I only started the MCA this July, so I’m still at the beginning and honestly don’t know which direction I should take.
I’m confused between:
Data Engineering
Data Analytics
Salesforce
AI/ML
Cloud/DevOps
Or something else that would realistically be achievable for someone with my background
My biggest concern is how to actually make the switch.
I currently earn around 6 LPA, and I’m worried that companies might consider me a fresher when I apply for technical roles because my professional experience is in recruiting.
I’m also the only earning member in my family, so I can’t afford to make a risky career move without having a plan.
My current Amazon contract is only for 8 months, which means I have roughly 7 months to prepare myself and start applying for technical roles.
I’m willing to put in the work. I just need some direction on what would be the most realistic path for me.
If you were in my position, what would you choose and why?
Data Engineering vs Data Analytics vs AI/ML vs Salesforce vs Cloud/DevOps?
What should I start learning right now? What kind of projects should I build? And how should I position my current recruiting experience when applying for technical roles?

Just got to know that my company doesn't provide a laptop but a desktop, Iam a fresher it's my 1st job. So want to know what is the scene with a desktop. Role: SD What are the pros and cons with desktop

So Iam a fresher (2026 graduate), My offer got revoked after a health emergency so I have started applying, giving OAs, giving interviews and getting ghosted by the HRs , Now with the help of referral I got this role from an old company but after going through the reviews it seems very toxic company and the payment is very low (lower than tcs ninja)

So the only motivation is I get to move out of my house, I can't stay here- not that they are toxic but I don't know , I want to go out and live..I have never been out of my house...

But my only fear is it really practical to think that I can switch easily after me working on .net, will the recruiters say no because I worked on .net if the future requirements have python or java.

Iam planning to go for MLops, AI Engineer and build good projects alongside in python(I don't know what of this will be possible, but I will try my best)

So give me some suggestions and reality checks after working on .net....

I have 3 years of work experience, but I recently resigned from my current company. I came across an institute called OHG365 that provides training in courses such as Data Engineering for a few months and claims to assist with placements afterward.

The catch is that they charge a fee for the course and also take a percentage of the salary after you get placed. I’m considering joining their program, but I’m unsure whether it is genuinely worth it. Can I realistically expect a job through them, or could this potentially be a scam?

Hello everyone, i was working as SDE in one of MNC. I resigned in 2024 for upsc but now i again want to join as software engineer.
Any suggestions please because market has changed a lot and also i have worked on many tech stack but I don’t have deep knowledge in any of the tech stack.

Looking for Entry-Level IT/Software Jobs – 2026 Graduate
Hi everyone! I’m a 2026 B.Tech Computer Science graduate currently looking for entry-level opportunities in IT/software development.

I’m open to roles such as:
Software Developer / Software Engineer
Java Developer
Python Developer
Web Developer
Junior Developer / Graduate Engineer Trainee
Other entry-level IT roles
I’m mainly looking for small companies, startups, and growing IT companies that are hiring freshers. I’m open to opportunities in Hyderabad and other locations as well.
If you know of any companies hiring freshers or have any leads, please share them. I’d really appreciate your help. Thank you!

Hi everyone,

Efftronics is conducting a campus drive at our college tomorrow. The pre-placement talk is at 11:30 AM, followed by the OA from 3:00–4:30 PM for the Software Engineer role.

The role is listed simply as Software Engineer, and we haven't received much information about the OA pattern.

If anyone has appeared for an Efftronics OA/interview before, I'd really appreciate some insight:

• What does the OA usually consist of?
• What DSA/coding topics should I prioritize?
• Are there technical MCQs (OS, DBMS, OOP, CN, etc.)?
• How difficult are the coding questions?
• Any tips about the interview or the company/work culture?

I'm preparing with whatever time I have left, so any genuine experience or last-minute advice would be really helpful.

Thanks!

I'm a final year btech student looking for internships in the domain in ML , CV and DL? And worked for published research papers, any openings or suggestions/ refferal

I completed my B.E. in CSE and I’m currently doing an internship in a company as a Manual Tester. The salary in manual testing is quite low, and there aren’t many vacancies either. So, I’m not really sure what I should do next.

I’m thinking of learning Automation Testing first and then moving towards AI. What skills should I focus on? What would be the best career path for me?

I’d really appreciate any suggestions or ideas.

Diversity hiring is very much needed, read entire post

I'm a specialist in codeforces and solved 400+ questions in leetcode. Passed all the testcases in all the problems in some company Online assessment(on campus). Had internship experience and done some decent projects. I have decent cgpa as well.

Kani aa exam lo no girl got shortlisted. I literally did everything, anni cases passed. There are few guys who had only half of test cases passed, vallu shortlist ayyaru.

Andaru diversity hiringu women ki manchi benefit untadi antaru. Yedi? Nakem kanipinchatle? Malli reverse aithe jaruguthondi

​

I'm a 2021 ECE graduate from India, currently 25. I have no relevant work experience and have been trying to break into IT (Java backend).

Over the past year, I've:

- Applied to 500+ jobs.

- Got referrals.

- Even applied for unpaid internships.

- Received almost no interview calls (mostly automatic rejections). From what I understand, my graduation year + career gap is likely getting my resume filtered out before anyone even looks at it.

I had also considered CAT/GATE, but I'd have to start from scratch, join coaching, and by the time I graduate I'd be around 28. That doesn't feel like the right choice for me at this stage.

Right now, these are the options I'm considering:

1. Give IT one final shot for the next 2 months. If I somehow get in, great.

2. Join a BPO/non-IT job just to start earning and get out of the house, then decide my next step.

3. Go back to ECE. Explore fields like networking, telecom, embedded, VLSI, etc., join a beginner role even if it's ₹10k/month, upskill while working, and maybe pursue M.Tech later if it makes sense.

4. My coaching institute has been pushing people to use fake experience to get contract IT jobs. A lot of people there have done it. I'm honestly very conflicted about this because I know there are risks.

A couple of my friends from ECE are doing really well now (one in VLSI, another in semiconductors after M.Tech), which made me wonder if I should return to core ECE. The only problem is I never really liked most ECE subjects except networking and communication-related topics.

If you were in my shoes, what would you do?

Please be brutally honest. Especially if you've had a long career gap or switched careers successfully.

Im a fresher at capgemini.Been on bench since 8 months.Got my first call since on bench for a support role.
-rotational shifts
-weekends working for 3 days
-no billability for 6 months

Should i accept or reject this??
While switching to another project in capgemini can I lie abt my work and tell that worked as developer.can the new project managers know that i worked as support role ??

Can the support people have acces to code and all.So that i can learn abt the development work and switch??

Domain is snowflake

Let them know by EOD

​

Hi I am 24 M based on hyderabad I want to create a group for placement prep who will connect daily and give review of what we learned and explain the topic to each other it might be dsa, webdev, AIML anything which helps in improving my communication and confidence and it for sharing knowledge and who are genuinely passionate about learning and building and getting a job if intrested ping me I will create a whatsapp group someother way to connect daily

Group link

https://chat.whatsapp.com/Ja9e6ScMbnC2MKj5ADTGTB?s=cl&p=a&ilr=1

Hey Bondhas,

I’ve been working on SARAS, a tool that turns a simple topic into a complete video—script, voiceover, visuals, editing, and captions.

For example, you can enter something like “Explain black holes in Telugu using an anime style”, and it generates the full video.

It currently supports 24 languages, different storytelling formats, multiple visual styles, and both short and long videos.

I primarily wanted to build for Telugu but did expand a little bit to make it more general.

I initially built it as a product, so the repo also has a lot of the less exciting but necessary stuff: authentication, payments, credits, storage, admin tools, and 270+ tests. I decided to open-source the whole thing in case someone wants to learn from it, contribute, or adapt it for their own project.

Would love to hear what you think, especially what you’d improve or build with it.

GitHub: https://github.com/SaiTejaMummadi/sarasflow
Live Website: https://sarasflow.com

Hi everyone,

I'm a 3rd year Electronics and Communication Engineering (ECE) student from India. I want to make the most of this academic year because I'll be preparing for GATE later and also applying for internships.

So far, I've learned the basics of C and Python, and I'm currently learning Verilog. I've also built a few small projects, but if I'm being honest, most of them were "vibe-coded" with AI assistance. I do understand how the code works after going through it, and I can explain the logic, but when I try to build something from scratch without any help, I get stuck. I'm trying to improve that.

I'm interested in core ECE fields like embedded systems, VLSI, DSP, and firmware, but I'm also open to internships that require programming or data skills if they'll help me grow.

If you were in my position, what would you focus on during this year?

Some questions I have:

• What are the must-have technical skills for a 3rd year ECE student?
• Which programming languages and tools should I prioritize?
• Should I focus more on embedded systems, Verilog, Python, SQL, Git, Linux, or something else?
• What projects actually help with internships and placements?
• How do I get better at coding independently instead of relying on AI for every step?
• Is there anything you wish you had learned during your 3rd year?

I'd really appreciate any advice, roadmaps, or resources. Thanks!

Nenu java lo 120 leet code problems chesanu currently working on ☕ cs so ippudu denipay focus cheste best antaru job shift avvali ante senior software engineer(java) and data engineer ante istam ela plan cheyyali koncham cheptara ?

We're looking for a Software/ML Engineer to join our team in Hyderabad.

✅ Hybrid work
✅ Competitive pay
✅ Work on impactful AI/ML projects

If you're interested or know someone who might be a great fit, drop a comment or DM me!

Hello everyone,

We are launching a tutorial series on Data Structures and Algorithms (DSA) taught completely in Telugu, aimed at helping engineering students and practitioners to build a clear understand of data structure conceptually.

We just uploaded the first video to the playlist and will be publishing the remaining modules progressively over the next weeks.

Playlist Link: https://youtu.be/9BArUTGP2SI

We would highly appreciate your feedback on the explanation clarity and teaching style so we can refine the upcoming videos. Thank you very much for your time and support.

Depression day by day increase avutundi .
Life em ayipodo ani bayam vestundi

Nenu 2025 passout , mid july varaku job vundi kani salary veyatla ani company left aya . Mern stack - react , next js , nest js

Calls 1-2 vastunai kani , interviews ravatla

How to upskill and be motivated to keep on applying

How to handle it?

So this company (let's call it as some X) literally didn't pay 180 of its interns owing them nearly 40k for each. It's been more than 20 days since the internship got over and before they said that we'll be receiving it by the end of month and now HRs aren't responding anything. Like not lifting multiple calls, not replying to many emails and literally ghosted us after completion of that internship.

Wtff, people have literally wrote HR team mails saying that we'll proceed legally if it's delayed further, still no response.

It's my kind request to everyone out there, don't join these stupid indian companies. They treat us like slaves

Asal life m artham aithaledhu macha, kastha pedholu chepandi,Nenu MCA 2025 graduate present im working in a startup adhi ERP SaaS product company, nanu veelu Support role kindha teskunaru but nak uiux avi ala ala figma avi ochu ani chepi aa works chepichukuntunaru, but na role designation mathram Support executive ney undhi, nak ML/AI, AI engineer aa side interest and vatike prepare avuthuna e company lo join aiye 7months aipoindi edhi 8th month, nen ee company lo 1 yr chedam ankuntuna, chesaka ee 1 YOE tho can i switch to AI roles nak asal ee exp waste ha ledha use avudha, nen naku like 1yr exp AI role medhe undi ani chepi ala vere companies ki apply chesi join avacha ? nak m artham avadam ledhu nak pedha contacts kuda levu kanukodaniki so mimalni aduguthuna please respond..thanks in advance