AI ENGINEER
GREATER HOUSTON
David Fernandez
AI ENGINEER
Houston, TX
AI Engineer at Archrock, building enterprise AI end to end on the Microsoft AI platform: Fabric and OneLake for the data layer, Azure AI Foundry for models and agents, Copilot Studio for the conversational surface in Teams, and Power BI and Power Apps where the work reaches the business. I specialize in GenAI, Agentic RAG, and Multi Agent Orchestration (Core LangGraph Contributor), shipping production systems with Python, FastAPI, and Azure infrastructure.
Microsoft AI Platform, End to End
Experience
Portfolio
Production ML systems | Predictive maintenance, anomaly detection, real time classification, and MLOps platforms deployed at scale.
Experiments
Predictive Agent
LSTM model extending maintenance intervals 15 to 20 percent. Trained on the NASA C-MAPSS turbofan dataset.
Python • Scikit-Learn • LSTM • Plotly • Docker • CI/CDAnomaly Agent
Isolation Forest anomaly detection on streaming sensor data with automated root cause analysis. 92% precision.
Python • Isolation Forest • Gradio • Time Series • Docker