Professional Resume

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

6+
Years Experience
14+
Projects Completed
21+
Technical Skills
3+
Certifications

Full Resume

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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

Certifications

Enterprise Data Science in Practice

IBM SkillsBuild

March 2025 Verify

Data Analysis with Python

Cognitive Class (Powered by IBM)

March 2025 Verify

Sutardja Center for Entrepreneurship Certificate

UC Berkeley - Sutardja Center for Entrepreneurship & Technology

Fall 2022

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