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pydevkrishna/README.md



Typing SVG





๐Ÿพ whoami

CS undergrad at GL Bajaj, Mathura โ€” studying AI/ML, graduating 2027. Got into competitive programming early and it kind of took over. Went from zero to LeetCode Guardian (top 0.4%, rating 2342) in about a year, solved 2000+ problems across platforms.

Along the way I started building real things โ€” a RAG platform for querying GitHub repos, a real-time 1v1 coding battle app, and some ML experiments. Currently into RAG pipelines, real-time systems, and AI ร— dev tooling.

class KrishanKant:
    name          = "Krishan Kant Sharma"
    location      = "Mathura, Uttar Pradesh ๐Ÿ‡ฎ๐Ÿ‡ณ"
    college       = "GL Bajaj โ€” B.Tech CSE (AI/ML), 2023โ€“27"
    ratings       = {"LeetCode": 2342, "Codeforces": 1603}
    problems      = "2000+ solved ๐Ÿง "
    spirit_animal = "๐Ÿฑ cat (naps hard, works harder)"
    building      = ["RAG systems", "real-time apps", "AI dev tools"]
    looking_for   = "SWE / ML internship ๐Ÿ‘€"
    contact       = "krishnakantvdjs10tha@gmail.com"


๐Ÿฑ things i've built

๐Ÿ” RepoFriend ย ยทย  live repo

Dec 2025 โ€“ Feb 2026

Ask any GitHub repo questions in plain English and get grounded, file-level answers โ€” not hallucinations. Clones the repo, chunks code into logical sections, embeds via FastEmbed, stores in Qdrant Cloud, and uses Gemini for generation. Also does PR review, commit summaries, and multi-repo chat.

Python FastAPI PostgreSQL Qdrant Next.js Gemini Firebase

โš”๏ธ CatCode ย ยทย  live repo

Oct 2025 โ€“ Nov 2025

Real-time 1v1 coding battles (yes, cat + code โ€” very on brand ๐Ÿพ). Get matched globally or challenge a friend, race on the same problem, Gemini reviews both solutions after. WebSocket-driven state, Monaco Editor with 90+ languages, Redis matchmaking queues.

Python FastAPI React TypeScript Redis WebSockets Gemini

๐Ÿ“ฆ Amazon Sales Predictor ย ยทย  article repo

Aug 2025 โ€“ Sept 2025

Deep learning regression model predicting fair product prices from real Amazon Kaggle data. Full pipeline โ€” cleaning, encoding, normalization, 2-layer neural net with ReLU + Adam. First ML project built end-to-end without a tutorial.

Python PyTorch Pandas NumPy Matplotlib

๐Ÿ”ฎ next up...

in progress

Working on an agentic code reviewer that understands the full codebase โ€” not just the diff. Also tinkering with LLM orchestration patterns and more real-time multiplayer ideas.

currently: staring at the wall thinking about it (very cat behaviour ๐Ÿฑ)

If this sounds interesting โ€” reach out ๐Ÿพ


๐Ÿ† highlights

๐Ÿฅ‡ LeetCode Weekly Contest 486 Rank #73 / 41,284
๐Ÿฅˆ Codeforces Round 1083 (Div. 2) Rank #520 / 21,113
๐Ÿค– Amazon ML Challenge 2025 Rank #235 / 6,000+ teams ยท score 54.21
๐Ÿง  Problems solved 2000+ across all platforms
โšก LeetCode Guardian ยท max rating 2342 ยท top 0.4% globally
๐Ÿ’™ Codeforces Expert ยท max rating 1603


๐Ÿ› ๏ธ stack

Languages

Python C++ TypeScript JavaScript SQL

Frameworks & ML

FastAPI React Next.js PyTorch LangChain scikit-learn

Infra & Tools

Docker Redis Firebase Supabase Vercel GCP Git


๐Ÿ“Š activity

ย  the commit graph is basically my heartbeat



ย 






got a cool project, a collab idea, or a hiring form?

๐Ÿ“ฌ krishnakantvdjs10tha@gmail.com ย ยทย  ๐Ÿ“ Mathura, UP

a โญ on a repo that helped you goes a long way โ€” even cats appreciate it ๐Ÿพ


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