LOG // S3L3CT3D_W0RK02 ENTRIES
01 /

Memory

Retrieval-Augmented Conversational AI

A serverless, retrieval-augmented conversational assistant that enables visitors to explore my writing through grounded, context-aware conversations.

[STACK]Python · TypeScript · AWS Lambda · Amazon S3 · Gemini · GitHub Actions
[ENGINEERING]
  • Automated incremental document ingestion through GitHub Actions
  • Heading-aware chunking and semantic similarity retrieval
  • Multi-turn conversational context with query rewriting
  • Source-grounded generation with article attribution
  • Retrieval evaluation and adversarial testing
  • Stage-level latency instrumentation and graceful error handling
02 /

Portfolio

Personal Website & Publishing Platform

An Astro-powered personal website combining professional experience, technical writing, and an integrated AI assistant.

[STACK]Astro · TypeScript · Vercel
[ENGINEERING]
  • Responsive, monochromatic e-paper-inspired interface
  • Markdown-based technical and personal writing
  • Integrated conversational RAG experience
  • Automated deployment through Vercel