Four years in and still curious about all of it. I've written a retrieval engine for Indian criminal law, a civic platform for a village council, and a robot that dodges things — and I'd struggle to tell you which one taught me the most.
| AI |
LawLine AI · Grounded QA over the Indian Penal Code and Bharatiya Nyaya Sanhita. The pipeline was picked by benchmark, and every run is in the repo — including the reranker I was sure would win and didn't. Knowledge Manager · Seven agents with real handoffs, citations down to the page, and an approval gate that actually stops the run before a write. |
| Web |
E-GRAM-CONNECT · Grievances, notices and dashboards for a Gram Panchayat and its residents. Cash & Carry Mart · Commerce app with JWT auth, bcrypt, and more MySQL than strictly necessary. Nutrition Tracker · Calorie and macro tracking with goals that adapt and food suggestions that help. |
| Data |
Sediment Grain Size · Random Forest and SVR on real hydrodynamic and water-chemistry readings. Messy data, no tidy answers. Market Data · BookPulse · Live feeds and bestseller trends, turned into something readable. |
| Hardware |
Line Tracker · Follows a line, avoids obstacles. The compiler can't tell you it works — the robot has to stop hitting things first. |
Somewhere along the way, patching other people's code became the part I look forward to. 31 merged, across three ecosystems:
Python — bernstein 20 · torrra 1 · open with Pyleoclim_util, watchdog, pymc-marketing, openalgo
TypeScript — reticle 3 · bootstrap-vue-next 2 · SparkyFitness 2 · kana-dojo 2 · bull-board 1 · open with eslint-plugin-vue, aikit
A few I'm proud of: unifying a scheduler's dependency rule across two code paths, derandomising a test gate that gave different verdicts on the same commit, and teaching a benchmark to refuse to run on a dirty worktree.
| Write in | Python · TypeScript · JavaScript · C++ · C · SQL |
| Build with | FastAPI · Flask · React · Node · Express · Tailwind |
| Store in | PostgreSQL · MySQL · ChromaDB · Firebase · SQLite |
| Learn from | scikit-learn · pandas · sentence-transformers · Jupyter |
| Ship with | Docker · Git · Linux · pytest |
| Taught by | DSA · OOP · DBMS · operating systems · networks |
Currently in my final year, looking for backend and applied-AI roles.