I build end-to-end ML systems that ship to production. My focus is autonomous pipelines, MLOps, and LLM-powered applications on Google Cloud Platform.
MS in Artificial Intelligence (FAU, 2025) | Google Certified ML Engineer
| Area | Focus |
|---|---|
| ML Pipelines | End-to-end data ingestion → feature engineering → model deployment |
| LLM Applications | RAG systems, prompt chaining, MCP tool servers |
| MLOps | CI/CD for ML, model versioning, monitoring, cost optimization |
| Data Engineering | BigQuery, ETL/ELT pipelines, real-time processing |
Autonomous trading signal system processing ~10GB daily market data. Full MLOps lifecycle from ingestion to deployment.
- LLM-augmented ETL with prompt chaining
- MCP server for AI agent tool-calling
- CI/CD: GitHub Actions → Cloud Build → Cloud Run
- 50% inference cost reduction via dynamic model routing
Stack: Python, BigQuery, Vertex AI, Cloud Run, Pub/Sub, MCP
Model Context Protocol server enabling AI agents to query real-time financial data. Production-deployed on Cloud Run with SSE transport.
Stack: Python, FastMCP, BigQuery, Cloud Run
Multi-agent system automating invoice lifecycle: Ingestion → Validation → Approval → Payment. Self-correction loops for data extraction.
Stack: Python, LangGraph, xAI Grok, FastAPI, Cloud Run
Secure file storage with user isolation and irreversible PII redaction using event-driven architecture.
Stack: Cloud Run, Cloud DLP, Vertex AI, FastAPI
Multi-document scientific paper Q&A with citation tracking. Vertex AI Vector Search + Gemini.
Stack: RAG, Vertex AI, Gemini, FastAPI, Firestore
End-to-end guide for fine-tuning YOLOv9 on custom datasets.
Stack: PyTorch, YOLO, Computer Vision
ML/AI: Vertex AI, Gemini, TensorFlow, PyTorch, Scikit-Learn
Cloud: GCP (BigQuery, Cloud Run, Pub/Sub, Cloud Functions)
MLOps: GitHub Actions, Cloud Build, Docker, Model Registry
Data: Python, SQL, Pandas, dbt, Airflow
Backend: FastAPI, Python, Node.js
Frontend: Next.js, React, TypeScript
- Google Professional Machine Learning Engineer (2025)
- Google Advanced Data Analytics Certificate
- MS Artificial Intelligence — Florida Atlantic University
- LinkedIn: linkedin.com/in/evanparra
- Email: eraphaelparra@gmail.com
- GitHub: You're here
Currently open to ML Engineer and Data Engineer opportunities. Remote or US-based.