chromad

Generative AI with custom Knowledge base using OpenAI, ChatGPT3.5 Model, Langchain, ChromaDB

Klark is a micro SaaS app for interacting with PDF documents, built with OpenAI API, LangChain.js, Vercel AI SDK, and tRPC SSE subscriptions. It uses PostgreSQL with Drizzle ORM, ChromaDB for embeddings, MinIO for PDF storage, ShadCN/UI with Tailwind, and Lucia for session management.

Doku is an AI assistant focused on electronic document processing and user support.

AI study companion agent for LM Cybersecurity & AI coursework

A multi-agent system for answering Amazon Seller Central queries using Strands Agents, LangGraph, MCP, ChromaDB, and Ollama for fully local LLM inference.

Customer churn models identify at-risk users but lack actionable context. To solve this, I built an end-to-end decision-support system pairing predictive modeling with RAG (Python, Gemini, ChromaDB). By merging metrics with support logs, it turns static scores into context-aware retention strategies to boost customer lifetime value.

AI-powered Teaching Assistant using Retrieval-Augmented Generation (RAG), ChromaDB, Sentence Transformers, and Google Gemini.

Answers medical billing & coding questions from the source manuals, with citations. RAG-based.