Open Source & Projects

Built in the Open

Open-source AI tooling and selected engineering projects — evaluation toolkits, RAG references, and platforms that solve real problems.

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EvalSeed

Python

RAG evaluation toolkit that generates synthetic Q&A datasets you can actually trust — a 6-stage filter pipeline removes hallucinated, ambiguous, and trivial pairs before they reach your benchmark.

PythonRAGEvaluationPydantic

Enterprise Hybrid RAG

Python

Reference implementation of a permission-aware hybrid retrieval pipeline — dense + sparse fusion, reranking, and citation-grounded generation.

PythonRAGOpenSearchAWS

Interactive GenAI Roadmap

TypeScript

An interactive, always-current roadmap for learning GenAI — from foundations to production systems, with curated resources at every step.

TypeScriptAstroGenAI

COVID-19 Sentiment Intelligence

Python

High-throughput NLP pipeline classifying human sentiment during COVID-19 using classical ML — Logistic Regression, Naive Bayes, Random Forest, and Decision Trees.

PythonNLPScikit-learn

ML Claim Orchestration

Python

Automated insurance claim lifecycle with real-time forecasting of approval timelines using Naive Bayes over volatile datasets.

PythonMLPandas

College Alumni Portal

PHP

Secure full-stack engagement ecosystem with multi-channel registration, rate limiting, and a 30+ module admin command center — live at GCETTB.

PHPMySQLjQuery