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kevingao25/README.md

Hey, I'm Kevin 👋

Software Development Engineer at AWS DynamoDB, where I work on one of the world's most scalable distributed databases. CS graduate from the University of Waterloo.

Currently building expertise in AI systems — RAG pipelines, LLM evaluation, and agent orchestration, fine-tuning, RLHF. I believe the most impactful AI engineering happens at the intersection of strong systems fundamentals and modern ML.

What I'm working on

  • 🔧 Building production-grade distributed systems at AWS
  • 🤖 Developing RAG applications with LangChain and evaluation frameworks like RAGAS

Let's connect

LinkedIn Email

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  1. build-llm-from-scratch build-llm-from-scratch Public

    Implementing LLM from scratch, following Sebastian Raschka's book

    Jupyter Notebook

  2. biochem-research-assistant biochem-research-assistant Public

    A multi-agentic RAG based research assistant team for my wife

    Python

  3. drift-expense-tracker drift-expense-tracker Public

    Personal dashboard to track AI exploration and learning expense

    TypeScript

  4. clinker-rotate clinker-rotate Public

    Forked from gamcil/clinker

    Gene cluster comparison figure generator adding rotate start gene for better visualization

    Python

  5. SeanSong25/chess SeanSong25/chess Public

    A chess project with GUI built entirely with c++

    C++

  6. Pathfinding-Visualizer Pathfinding-Visualizer Public

    Interactive visualizer for graph traversal and pathfinding algorithms (BFS, DFS, Dijkstra, A*)

    JavaScript 3