AI ENGINEER
GREATER HOUSTON
David Fernandez
AI ENGINEER
Houston, TX
AI Engineer at Archrock, building enterprise AI on the Microsoft platform — Fabric data agents, Copilot Studio, Azure AI Foundry, Power BI, and Power Apps. I specialize in GenAI, Agentic RAG, and Multi-Agent Orchestration (Core LangGraph Contributor), shipping production systems with Python, FastAPI, and cloud-native infrastructure.
Experience
Portfolio
Production ML systems | Predictive maintenance, anomaly detection, real-time classification, and MLOps platforms deployed at scale.
Ventures
Altaviz
Cross-platform ad monitoring that detects anomalies with real statistics, prices them in dollars, and drafts fixes behind human approval.
Next.js 16 • React 19 • TypeScript • Anthropic Claude • mcp-handler • Recharts • React Three Fiber • VercelSteelAgent
RAG system with vector search and traceable citations from uploaded PDFs.
Next.js 16 • React 19 • TypeScript • Supabase pgvector • Voyage AI • Groq • VercelExperiments
Predictive Agent
LSTM model extending maintenance intervals 15-20%. Trained on 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