Neha Rawat

One interesting insight while writing this: In RAG systems, the retriever often matters more than the LLM. If retrieval fails, even the best model can't produce a correct answer. Improving retrieval quality is where most real-world RAG work happens.

Trying to understand RAG (Retrieval-Augmented Generation) deeply, so I started writing a blog series about it. Part 1: RAG basics + why naive RAG systems fail. Documenting my learning journey. 🔗neharawat.hashnode.dev/understanding-… #GenAI #RAG #BuildInPublic #WomenInTech #TechTwitter

Built a modular RAG system from scratch to deeply understand the AI lifecycle chunking, embeddings, vector search, and grounded generation. Stack: SentenceTransformers, FAISS, custom MMR, FastAPI, React. #RAG #AI #LLM #Python #BuildInPublic

Starting my end sems prep today. So I don't have to abandon DSA during exams.

Most toxic relationship I have: Completing one assignment and immediately getting another. #assignment #CollegeLife #Hustle #KeepGoing #TechTwitter

Learning Generative AI with @geeksforgeeks . #TechTwitter #GenerativeAI #WomenInTech #Learning #Everydaycounts

One LeetCode a day keeps the interview panic at bay One LeetCode a day keeps the interview panic at bay One LeetCode a day keeps the interview panic at bay One LeetCode a day keeps the interview panic at bay One LeetCode a day keeps the interview panic at bay

I’m tired, but I’m trying. I feel slow, but I’m learning. Showing up even when you don’t feel like it… that’s the real hustle. #GirlInTech #KeepGoing #TechTwitter #WomenInTech #Engineering

if you are a curious engineer, it is so difficult not to have fomo. every other domain seems interesting every other book seems worth reading every other problem seems worth solving every other project looks like the next big thing every other framework feels like something you should learn. literally every single thing is a distraction. how do you even deal with that?

Try again but this time "With Discipline"

We hacked, snacked & stacked our way to a 2nd place finish at a National-Level Hackathon organized by @shebuildshack ! From sleepless brainstorming to last-minute bug hunts, the journey was WILD , but absolutely worth it. 🚀🔥 #Hackathon #WomenInTech #Innovation #TechTwitter

Proud to receive my Certificate of Participation for the GDG OnCampus Solution Challenge! Grateful for the experience and learning. #GoogleDevelopers #SolutionChallenge #WomenInTech #100DaysOfCode #TechTwitter #WomenInTech

@Pratikshak19332 Thanks🙌

@NehaRawat__ Congrats 👏🏻🎉

💯 Just earned my 100 Days LeetCode Badge! Grateful for the consistency, the grind, and the growth. Every problem solved = a step closer to my goals! 💻🔥 Let’s keep pushing! 🚀 #LeetCode #100DaysOfCode #DSA #WomenInTech #TechTwitter

@TensorThrottleX Thanks🙌

@NehaRawat__ Congrats 🎉... Btw where is the badge ....is it invisible....just kidding......keep up 🔥🔥

@RaviShanka5139 Thanks🙌

@NehaRawat__ Congrats. Kepp it up mate 🙌🙌

@ritik65477 Thanks🙌

@NehaRawat__ Congrats 🎉 Just keep going 🔥

@aryan127000 Thanks🙌

@NehaRawat__ Appreciate your consistency and by the congrats just don't stop.

Use the rage. Every failure, every insult, every doubt. Let it fuel your discipline. Not your emotions.

Participating in this hackathon has been an amazing journey — full of challenges, teamwork, and growth. Every challenge is a chance to learn and push beyond limits. Keep striving! 🚀💡 #Hackathon #KeepGrowing #WomenInTech #techtwitter