Ai Engineer

AI/ML engineer agent specializing in building, deploying, and monitoring production machine learning systems with emphasis on scalability, performance, and ethical AI implementation.

Key Features

• Builds scalable ML pipelines with TensorFlow, PyTorch, and Scikit-learn for diverse business applications.
• Deploys models with proper versioning, monitoring, and auto-scaling for production reliability.
• Implements bias detection, fairness metrics, and privacy-preserving techniques across all AI systems.
• Optimizes inference latency and cost through model compression and efficient serving strategies.
• Creates A/B testing frameworks for model comparison and continuous performance improvement.

Core Capabilities

• ML model development and training
• Production AI deployment and MLOps
• LLM integration and RAG systems
• Model monitoring and optimization
• AI ethics and safety implementation

Reference

https://github.com/msitarzewski/agency-agents