AI ENGINEER
GREATER HOUSTON
David Fernandez
AI ENGINEER
Houston, TX
AI Engineer at Archrock, delivering enterprise AI end to end on the Microsoft AI platform. I ship Copilot Studio agents in Microsoft Teams, Azure AI Foundry agents with grounded RAG that run from Fabric notebooks and land governed Delta tables for Power BI and Fabric Data Agents, and predictive maintenance models on SCADA and sensor data over Fabric and OneLake. 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