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LQ458/README.md

Leo Qin

Incoming Computer Engineering student at Washington University in St. Louis. I build AI infrastructure, RAG pipelines, dataflow executors, agent reliability systems, and study what happens when they go wrong.

What I'm Working On

LawAI — Privacy-aware RAG legal assistant. Enforces document-level access via Auth0 FGA (HR sees salary docs, engineers denied). RAG pipeline with Pinecone + multilingual-e5-large embeddings. Includes AI evaluation framework using DeepSeek judge to score responses on safety, specificity, and actionability. Next.js 15 + DeepSeek V4 Pro.

Lesson Plan Generator — RAG system for 95K+ curriculum chunks. ChromaDB + Qwen LLM. End-to-end pipeline with OCR error correction and semantic search. Deployed in rural Guizhou schools.

StatsifyFinance — AI financial analysis. DeepSeek V3 streaming, LangChain orchestration, dual OCR (Tencent + Baidu) for document understanding.

BiphFlora — Plant encyclopedia with image recognition. Built a searchable database of plant species with identification features.

Tech Stack

Languages:    Python, C/C++, TypeScript, JavaScript
AI/ML:        PyTorch, RAG, Vector Search, LLM APIs, CUDA
Databases:    MongoDB, Redis, Pinecone, ChromaDB
Frameworks:   React, Next.js, Node.js, Express
Tools:        Docker, Linux, Git

Recent

  • MLH GenAI Auth0 Privacy-Aware RAG Bot challenge completed
  • BlueDot Impact AI Safety Fundamentals international cohort
  • 2nd place at Moonshot 48 Hackathon (built a smart white cane with YOLOv5 + GPS + AI voice in 48 hours)
  • AIME qualifier (2022) · 11 AP 5s

Contact

GitHub Streak

Pinned Loading

  1. StatsifyFinance StatsifyFinance Public

    A comprehensive full-stack financial analysis platform that integrates artificial intelligence, visualization analysis, and educational resources

    TypeScript 2

  2. LawAI LawAI Public

    An AI-powered legal assistant application designed to provide users with intelligent legal case recommendations, case summaries, and legal consultation services.

    TypeScript 1 1

  3. biphflora biphflora Public

    A modern full-stack plant atlas web application dedicated to providing users with a comprehensive platform for plant identification, sharing and learning.

    JavaScript 1 3

  4. lesson-plan-generator lesson-plan-generator Public

    A full-stack AI-powered lesson plan generation application built with Next.js and Node.js, featuring an integrated RAG (Retrieval-Augmented Generation) system for more accurate educational content …

    JavaScript 1 1

  5. CourseScheduler CourseScheduler Public

    An intelligent constraint optimization solution that eliminates scheduling conflicts while balancing student preferences, teacher availability, and room capacity.

    Python 1