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leahmarymathew/README.md

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Leah Mary Mathew

CS undergraduate. I build AI-native systems — RAG pipelines, agentic workflows, LLM inference tools — and the full-stack products that surface them. Currently exploring multi-agent architectures and systems programming in Go.

LinkedIn  Portfolio  Email  Open to work  Profile views

AI / ML  LangGraph LangChain Pinecone scikit-learn XGBoost HuggingFace

Full-stack  Python TypeScript Go React Next.js FastAPI Node.js

Infra  Docker PostgreSQL Supabase Prometheus Git Linux

selected work

project description
AI vertishop multi-merchant video commerce · TikTok-style feed · Stripe Connect · Next.js 16 + React 19
AI procurement-intelligence-agent 4 LangGraph agents automating source-to-pay · supplier scoring · approval routing
AI content-intelligence-engine RAG platform · Pinecone / pgvector / FAISS backends · async FastAPI · analytics
AI pharma-molecule-ranker XGBoost ranking over IQVIA data · SHAP explainability · Docker + Prometheus + Grafana
SYS kv-store TCP key-value store in Go · custom binary protocol · TTL expiry · write-ahead log
FS heeyah hostel management · multi-role workflows · Supabase Auth RLS · React + Node.js

experience

2024  Software Engineering Intern · Cleareye.ai  —  backend APIs for AI document processing · Flask · MariaDB

2023  Frontend Developer · Travanleo  —  15+ Figma screens to production · React · component systems

contribution activity

contribution snake
leahmarymathew@gmail.com  ·  open to internships and full-time SWE · AI · product engineering roles

Pinned Loading

  1. vertishop vertishop Public

    A multi-merchant video commerce platform using Next.js 16 · React 19 · TypeScript 5 · PostgreSQL · Drizzle ORM · Stripe Connect · Docker · Supabase shop products through a TikTok-style vertical vid…

    TypeScript

  2. content-intelligence-engine content-intelligence-engine Public

    AI-driven content intelligence platform with a React frontend and async FastAPI backend, featuring RAG-powered generation (LangChain/LangGraph with FAISS/Pinecone/Chroma), analytics, and production…

    Python

  3. procurement-intelligence-agent procurement-intelligence-agent Public

    A multi-agent Source-to-Pay (S2P) automation system built on LangChain, LangGraph, FastAPI, React, and SQLite. Four specialist agents handle supplier scoring, approval routing, process discovery, a…

    Python

  4. kv-store kv-store Public

    A distributed key-value store written in Go from scratch custom binary TCP protocol, write-ahead log, consistent hashing, and primary-replica replication achieving 17,600+ ops/sec at p99 < 30ms und…

    Go

  5. pharma-molecule-ranker pharma-molecule-ranker Public

    Production-ready pharmaceutical analytics platform built with Python, FastAPI, Scikit-learn, XGBoost, Docker, Prometheus, and Grafana to analyze IQVIA market data and rank drug molecules for invest…

    Python

  6. heeyah heeyah Public

    Heeyah is a modern, full-stack web application designed to digitize and streamline the management of student hostels. Built with a decoupled 3-tier architecture, it provides a seamless experience f…

    JavaScript 1