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vaibhav8a/README.md

Vaibhav Srivastava

Final-year Computer Science · PES University, Bangalore


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.


🔨 Things I've built

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.


🌍 Where I contribute

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

Go  —  open with revive, flagd

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.


🧰 What I reach for

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.

Popular repositories Loading

  1. Machine-Learning-Applications-in-Modeling-Sediment-Grain-Size-Using-Hydrodynamic-and-Biogeochemical- Machine-Learning-Applications-in-Modeling-Sediment-Grain-Size-Using-Hydrodynamic-and-Biogeochemical- Public

    This study predicts sediment particle size distributions using machine learning models, including Random Forest and Support Vector Regressor, based on hydrodynamic, water chemistry, and biological …

    Jupyter Notebook 1

  2. AI-Nutrition-tracker AI-Nutrition-tracker Public

    AI-Powered Health & Nutrition Tracker A full-stack web application built using Flask and Firebase that helps users monitor their daily calorie and macronutrient intake (protein, carbs, and fats). T…

    Python 1

  3. Spotify-Album-Finder Spotify-Album-Finder Public

    A modern music discovery app to search albums, artists, and songs using the Spotify API.

    JavaScript 1

  4. Capstone_AI_Lawline Capstone_AI_Lawline Public

    Retrieval-augmented legal assistant over Indian Supreme Court criminal-law judgments and IPC/BNS statute text.

    Python 1

  5. React_E-Commerce-main React_E-Commerce-main Public

    React storefront with product listing, cart, checkout and static pages, routed client-side.

    JavaScript

  6. E-GRAM-CONNECT E-GRAM-CONNECT Public

    Village governance platform: TypeScript/Express API for grievances, projects and member records, with a React front end.

    TypeScript