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UOW_CS_FEB/24 ~
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UOW_CS_FEB/24 ~
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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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WonBeenLee705/README.md
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LinkedIn Email Portfolio

๐Ÿš€ Currently Building

๐Ÿ›ก๏ธ MailShieldAI

Enterprise email security with LLM-powered mail triage

  • Architected llm-gateway bridging Vercel AI SDK โ†” LangChain agents
  • MCP server discovery + Harmony tool calling + Ollama streaming
  • Grok + Faker synthetic data for stress-testing phishing detection
  • Slashed legacy code by >70% with modular LangChain adapters

๐Ÿฅ BinaryMedAI

Healthcare anomaly detection & ML pipelines

  • FastAPI microservices orchestrating clinical team workflows
  • Layered architecture: Pydantic config โ†’ loguru observability โ†’ typed DTOs
  • On-demand PDF generation + schedule lifecycle management
  • Docker Compose + UV package management for rapid demos

๐Ÿ“Š GitHub Analytics

๐Ÿ› ๏ธ Technical Toolkit

Languages

TypeScript Python Go SQL Shell

AI & ML

LangChain OpenAI Ollama

Frameworks

FastAPI Next.js React Tailwind

Infrastructure

Docker GitHub Actions Vercel MongoDB

๐Ÿ† Achievements

๐ŸŽฏ Key Contributions

๐Ÿ›ก๏ธ MailShieldAI Highlights
  • ๐Ÿ”ง Crafted modular LangChain adapters for MCP tool ecosystems and message pipelines, slashing legacy code by >70%
  • ๐ŸŒŠ Built streaming-safe message translators between Vercel AI SDK clients and LangChain backends
  • ๐Ÿ“ Delivered Jinja-backed prompt systems with multi-model support (OpenAI-compatible + Ollama)
  • ๐Ÿงช Extensive pytest coverage and UV-managed builds for reliability
  • ๐Ÿš€ Shipped TypeScript/Next.js frontends, Go microservices, and Python-based synthetic evaluators
๐Ÿฅ BinaryMedAI Highlights
  • ๐Ÿ—๏ธ Reimagined orchestration layer: FastAPI routers โ†’ service logic โ†’ MongoDB/ADM/PDFM adapters
  • ๐Ÿ“„ Added on-demand PDF generation, schedule lifecycle management, and DEBUG-mode mock data
  • ๐Ÿณ Standardized deployment with Docker Compose, UV package management, and network-aware .env bootstraps
  • ๐Ÿ“š Authored expandable documentation so the medical ops team can self-serve

๐Ÿ”ฎ Currently Exploring

const currentFocus = {
  security: "Agentic workflows mixing static detection with human-in-the-loop review",
  redTeaming: "LLM-powered testing for phishing and medical anomaly pipelines",
  compliance: "Safer deployment playbooks for regulated environments (SOC2, HIPAA)"
};

๐Ÿ“ซ Let's Connect

I'm always up for pairing on security tooling, ML evaluation frameworks, or developer experience upgrades.


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