Professional Resume
AI/ML engineer specializing in LLM systems, GeoAI platforms, and production ML pipelines.
Key Skills
GenAI / LLM
ML / Data
Backend / Cloud
Education
Tecnologico de Monterrey Current
2025-2026Master's Degree in Applied Artificial Intelligence (MNA)
Advanced studies in AI methodologies with a focus on production ML systems. Current grade: 98/100.
University of California, Berkeley
2018-2022Bachelor's Degree in Data Science
Focused on machine learning, statistical analysis, and data visualization.
Professional Experience
AI/ML Engineer
2025 - PresentBlackPrint Technologies | Remote
- Built an LLM-powered GeoAI platform for 2.5M+ urban blocks with React, Mapbox, and Turf.js
- Developed a Node.js + Google Cloud platform for license regularization with POI density analytics and dashboards
- Shipped real-time inference workflows for urban intelligence decisions
Lead AI/ML Engineer (Consulting)
2025 - PresentLaw Offices of Manuel Solis | Remote
- Built custom LLM agents for T-Visa declarations and cover letters, cutting turnaround from ~2 hours to ~15 minutes
- Developed a meeting intelligence platform with Speechmatics transcription and GPT-5 summaries
- Automated email-to-case database ingestion and assignment with RBAC controls
Visiting Student Researcher (Medical AI)
2025 - PresentUT San Antonio | San Antonio, TX
- Developed a multi-agent medical QA system grounded in PrimeKG and Neo4j
- Improved QA accuracy to 54.69% (+24.24pp) with multi-hop reasoning
- Built evaluation pipelines for knowledge-graph grounded QA
AI/ML Engineer
2023 - 2025STRTGY | Remote
- Architected a multimodal GeoAI system with spatial embeddings and FAISS, improving decision accuracy by 82%
- Shipped Transformer + LoRA forecasting pipelines with 42% accuracy gain and 60% lower latency
- Built enterprise RAG with Claude 3.5 Sonnet and hybrid retrieval achieving 90% relevance
AI Engineer (Contract)
2024 - 2025PRODENSA | Remote
- Built OCR and Llama 3.3 70B document extraction pipelines with 95% accuracy
- Deployed FastAPI services with a React/Vite frontend for real-time PDF processing
- Optimized async processing for multi-format documents (PDF, CSV, XLSX)
Data Scientist
2022 - 2023BlackPrint Technologies | Berkeley, CA
- Delivered property analytics with Google Maps geocoding (92% accuracy)
- Built pandas/SQL ETL pipelines ensuring 99.9% deliverable accuracy
- Produced geospatial insights for property intelligence reporting
Certifications
Key Projects
LLM GeoAI Platform
Urban intelligence platform with real-time inference for 2.5M+ blocks
Meeting Intelligence Platform
Speechmatics + GPT-5 summaries with secure RBAC access
Medical QA Multi-Agent System
PrimeKG + Neo4j grounded QA with multi-agent reasoning
Interested in Collaboration?
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.