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leahmarymathew/README.md

Typing SVG

Leah Mary Mathew

CS undergraduate building AI-native systems: RAG pipelines, agentic workflows, LLM inference tools, and open-source infrastructure. Contributor to ROS-Industrial and KoyraCloud. 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

open source

project contribution
merged koyracloud friendlier build/deploy diagnostics · deploy pre-flight validation · unit + integration tests
active ros-industrial/vda5050_core strongly typed ProtocolVersion API · CI fixes · API redesign from maintainer feedback

selected work

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

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. koyracloud koyracloud Public

    Forked from hikmahtech/koyracloud

    Self-hosted PaaS for Docker Swarm — connect a repo with a manifest, it builds & deploys behind HTTPS. Your own Vercel/Render.

    Python

  5. 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

  6. 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