BS Data Science student at IIT Madras, building at the seam of ML and the web. I learn from first principles and ship things end-to-end — from model experiments to deployed systems. Currently exploring RAG, GenAI tooling, and well-configured Linux.
AI-driven cognitive wellness platform leveraging NLP and Deep Learning for real-time journaling bias analysis. Engineered RAG assistant and custom scrapers.
AI learning intelligence platform combining IRT, BKT, SAKT & behavioral analytics over 525k interactions to estimate learner mastery & goal readiness.
Offline intelligent file-sharing CLI performing pre-flight security analysis (secret/PII detection & risk scoring) before generating self-destructing links with QR codes.
Multi-agent system that scores team compatibility and simulates hiring impact using GitHub behavioral data and psychometric profiling.
Stacked ensemble combining TF-IDF, LightGBM, NB-SVM & engineered linguistic features to classify toxic comments (Macro-F1 0.835, Kaggle Rank 21/2,744).
Serverless civic tech platform for pollution reporting with AI classification, community verification, NGO campaigns, and real-time mapping running at $0/month.
Multi-agent career platform that personalizes internship discovery, resume analysis, interview prep, and skill roadmaps using LangGraph, semantic memory, and adaptive profiling.
Client-side probabilistic text classifier exposing the full Naive Bayes reasoning chain word-by-word as you type. Runs entirely in the browser with pre-baked JSON weights.
Math visualization engine powered by the Desmos API and OpenRouter AI with RAG. Users explore mathematical concepts interactively.
Spatio-temporal traffic demand forecasting system achieving a top score of 92.397% with an interactive cyberpunk React dashboard and hybrid fallback simulation engine.
Socratic Study Engine AI that refuses to answer your questions, and instead helps you answer them yourself via Bayesian Knowledge Tracing.
Visual drag-and-drop ML pipeline builder. Compose preprocessing, models, and evaluators on a canvas; export training scripts.
Academic Excellence · BS Data Science
Minimalist digital garden & tech essays
Top 0.8% Rank (21/2,744) · Ensemble ML & NLP
IIT Madras BS · Business Data Management
LangGraph agents · FastAPI · agent orchestration
Next.js 15 · Claude Sonnet 4 · Supabase
2nd Runner Up · Spring 2026 · $300 prize
Statistical distribution & feature analysis study
Post-wildfire vegetation recovery modeling
Keystroke dynamics — behavioral biometrics paper
Astrology-inspired team matching algorithm research
Coursework · methods & experiments
Received the prestigious Business Data Management (BDM) Best Capstone Project Award at IIT Madras BS program for outstanding data engineering and predictive modeling implementations.
RAG-first study tools and agentic systems
Distributed systems · NPTEL · model deployment
Hyprland rices · neovim configs · origami