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
NetAiCore: Affinity Network & NLP Analysis Ecosystem
Designed a 360-degree analytics ecosystem and secure anonymization pipeline for chatbot operational databases, extracting sociodemographic insights under LFPDPPP privacy regulations.
Radar Comercial Querétaro V2: Geospatial License Analytics Dashboard
Built a high-performance geospatial analytics dashboard to visualize over 110,000 active and blocked commercial business licenses in Querétaro, mapping Redshift datasets with interactive bounding boxes and metadata export pipelines.
BrokerAI: Conversational AI & Lead Qualification Engine
Architected and built a production-grade WhatsApp conversational sales agent and real-time operator dashboard for progressive lead qualification and automated appointment booking.
Interested in Collaboration?
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.