Selected Work

Selected projects — AI systems, software, experiments, and tools.

Ask Veno: A Fully Local YouTube RAG Pipeline with a Retro-Terminal Dashboard

Ask Veno: A Fully Local YouTube RAG Pipeline with a Retro-Terminal Dashboard

Turning 257 YouTube livestreams into a searchable, source-anchored knowledge base — Whisper, ChromaDB, and Ollama running entirely on local hardware.

  • Python
  • RAG
  • FastAPI
  • ChromaDB
  • Whisper
  • Ollama
  • Local LLM
  • Embeddings
  • yt-dlp
  • SQLite
Enterprise-Scale Document Intelligence Pipeline

Enterprise-Scale Document Intelligence Pipeline

End-to-end local OCR, NLP, and machine learning system for classifying 250,000+ scanned unclassified records.

  • Python
  • OCR
  • Tesseract
  • Document AI
  • NLP
  • scikit-learn
  • Logistic Regression
  • RoBERTa
  • PyTorch
  • Transfer Learning
  • Batch Inference
  • Human-in-the-Loop AI
Bayesian Optimization at Scale: Optuna-Driven XGBoost for Engineering Alert Classification

Bayesian Optimization at Scale: Optuna-Driven XGBoost for Engineering Alert Classification

How Optuna's Bayesian optimization replaced manual hyperparameter tuning across hundreds of XGBoost classifiers for engineering alert triage.

  • Python
  • XGBoost
  • Optuna
  • Bayesian Optimization
  • Hyperparameter Tuning
  • Alert Classification
  • Machine Learning
  • Multi-Model Training