// AI Assets
Artificial Intelligence Toolkit
A collection of models, pipelines, and infrastructure assets I've built or curated for real-world AI deployment. Each asset is battle-tested and production-ready.
Prompt Engineering Toolkit
ActiveA curated library of prompt templates optimized for GPT-4, Claude, and open-source models. Covers chain-of-thought, few-shot, and structured output patterns.
RAG Pipeline Framework
ActiveRetrieval-augmented generation system with vector database integration, semantic chunking, and hybrid search for enterprise document QA.
Object Detection Suite
StableYOLOv8-based inference pipeline with ONNX runtime export, supporting edge deployment on Raspberry Pi and NVIDIA Jetson.
Model Serving Template
TemplateFastAPI-based model serving scaffold with batching, caching, health checks, and Prometheus metrics. Docker and Kubernetes ready.
Training Pipeline
ActiveExperiment tracking and training orchestration using MLflow and Hydra config management. Supports multi-GPU and distributed setups.