Professional Resume

AI/ML engineer specializing in LLM systems, GeoAI platforms, and production ML pipelines.

6+
Years Experience
27+
Projects Completed
21+
Technical Skills
3+
Certifications

Full Resume

Download for complete details

Download PDF

Key Skills

GenAI / LLM

LLM SystemsRAGAgentsEmbeddingsPrompt EngineeringVector Search

ML / Data

PyTorchTensorFlowscikit-learnTime Series ForecastingGeoAINLPData Pipelines

Backend / Cloud

FastAPINode.jsGoogle CloudMLflowDockerSQLNeo4jPinecone

Education

Tecnologico de Monterrey logo

Tecnologico de Monterrey Current

2025-2026

Master'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 logo

University of California, Berkeley

2018-2022

Bachelor's Degree in Data Science

Focused on machine learning, statistical analysis, and data visualization.

Professional Experience

AI/ML Engineer

2025 - Present

BlackPrint 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 - Present

Law 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 - Present

UT 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 - 2025

STRTGY | 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 - 2025

PRODENSA | 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 - 2023

BlackPrint 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

Resume Preview

Para una mejor visualización:

Abrir PDF en nueva ventana

Interested in Collaboration?

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.