Building a Full-Stack Knowledge Aggregator with FastAPI, ChromaDB, and Next.js - Part 1
How I built my own Retrieval-Augmented Generation (RAG) knowledge aggregator to stop hunting for answers across a dozen systems.





From distributed trading systems to AI-powered healthcare solutions - a timeline of impactful work and innovative projects
Co-architecting knowledge aggregation tools using Python, LLMs, and RAG systems. Championing Domain-Driven Design principles and leading agile transformation initiatives with story mapping sessions.
Developed a HIPAA-compliant healthcare application using Java Spring Boot and AWS. Explored LLM integration for patient-facing interactions with secure infrastructure.
How I built my own Retrieval-Augmented Generation (RAG) knowledge aggregator to stop hunting for answers across a dozen systems.
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