Manav

CSE @ IIT Patna (3rd yr)
Building software, exploring AI, and turning ambitious ideas into reality

[Manav @fsmanavv]

Want to earn up to $500/week through Handshake?

We're looking for people interested in a paid opportunity.

DM me to learn how it works and get all the details.

Limited spots available. Serious inquiries only.

#Handshake #RemoteWork #EarnOnline #SideHustle

[Manav @fsmanavv]

BenchLM says 20 new AI models from 16 providers had landed by mid-October.

The hard part isn't picking the newest one. It's testing it on your own data, against a boring baseline, with leakage checked.

How do you decide when to switch?

#AI #LLM

[Manav @fsmanavv]

@KateLopezxy Are you from USA?

[Manav @fsmanavv]

Looking for people in the 🇺🇸 US, 🇦🇺 Australia, 🇬🇧 UK, and 🇨🇦 Canada with Handshake AI accounts who are interested in legitimate work opportunities. 🤝

We’re looking to collaborate on AI data annotation projects with a fair payment arrangement. Interested? DM me for details!

[Manav @fsmanavv]

Devs: want your code in production in week one?

Hiring frontend and backend developers. Comment "dev" and DM me your GitHub.

[Manav @fsmanavv]

A model with a great score and a leaky feature is worse than a mediocre honest one.

Before tuning anything, ask: what can the model see in training that it won't have in real life?

Leakage checks took me as long as training did on my internship. Worth every hour.

[Manav @fsmanavv]

Finished my ML internship at https://t.co/dNUGKkVRu2 this month.

Biggest lesson: the baseline is the real boss. Every model had to beat a simple rule-based approach before it earned any trust.

Now looking for my next ML / data science role. DMs open.

#MachineLearning

[Manav @fsmanavv]

Designers: tired of Dribbble-only work? Come design a real product.

Hiring a Design Intern. DM me your portfolio.

[Manav @fsmanavv]

🚨 Hiring | SDE Intern

We're looking for passionate and talented students to join us as Software Development Engineer (SDE) Interns! 🚀

💻 Eligible Batches: 2026–2028
🛠️ Required Skills: Java, Python, DSA
💰 Stipend: ₹25,000–₹30,000/month

Comment "yes"

[Manav @fsmanavv]

Students: skip the 100th tutorial project and build something real with us.

Roles open in AI/ML, design, frontend and backend. DM me.

[Manav @fsmanavv]

Early-stage means real ownership.

You'll build things users actually touch. We're hiring across AI/ML, design, frontend and backend.

Follow + DM me to apply.

[Manav @fsmanavv]

Hiring: Frontend Developer

Build interfaces real users touch from week one.

Comment "frontend" and DM me your GitHub. Follow for updates.

[Manav @fsmanavv]

GPT-6 now renders buttons, calculators and editable graphs inside the chat itself.

As a design intern, the part that sticks with me: the interface isn't shipped anymore, it's generated on the spot.

So what's left for designers? Knowing when not to show a button.

#GPT6

[Manav @fsmanavv]

Hiring: Design Intern 🎨

Design real product flows, not dummy projects. Figma, UX thinking and a portfolio (even a small one) are enough.

Follow and DM me your portfolio. Like this so more designers see it.

[Manav @fsmanavv]

We're hiring 🚀

Open roles: AI/ML, Design Intern, Frontend and Backend.

Like + follow so you don't miss details, then comment "interested" or DM me to apply.

[Manav @fsmanavv]

CS student by degree, product design intern by day.

Code taught me how to build things. Design taught me who I'm building them for.

If you're a dev, spend one week watching real people use your product. It changes what you ship.

#BuildInPublic #ProductDesign

[Manav @fsmanavv]

RAG answers are easy to generate and hard to trust.

In PaperLens, every claim maps back to a citation or it doesn't get said. Structure-aware parsing + BM25/RRF hybrid retrieval.

Code is open: https://t.co/N2In0QLsgw

#RAG #LLM #OpenSource

[Manav @fsmanavv]

@Techk_e4ma Heyaa introvert

[Manav @fsmanavv]

What happens to a UPI payment when the network drops? It just fails.

So I built an offline version: payments hop across a mesh, stay encrypted (RSA-OAEP + AES-256-GCM), and settle when someone is back online.

What would break first in the real world?

#UPI #Cybersecurity

[Manav @fsmanavv]

@nitesh_singh5 Intrested dm me