Advanced AI Engineer @ Bosch · Applied AI · GenAI / LLMs · Computer Vision · Data & BI Automation
Robotics Engineer (Hons.) · MBA candidate · Guadalajara, México
I'm an AI Engineer II at Bosch (Bosch Global Software Technologies) with 4+ years building end-to-end AI and data solutions — from data extraction and integration (SAP, data lakes, SQL) to machine learning models, LLM applications and BI dashboards, all the way to production deployment, documentation and user enablement.
My work spans generative AI / LLMs, computer vision, mathematical optimization, and data engineering / BI automation. I care about business impact with engineering rigor: grounded and verifiable AI, data quality gates, and DataOps practices. I'm an Ingeniero en Robótica (Universidad de Guadalajara, with honors) and a current MBA candidate, moving toward Enterprise Architecture (TOGAF).
Languages & core
AI / ML / LLMs
Data / BI / automation
Cloud / DevOps / web
- GenAI customs-trade platform — designed and shipped a production Python / FastAPI on Azure API automating reconciliation in foreign-trade processes; re-engineered a costly LLM approach into a deterministic engine, cutting AI cost to near-zero and process time from months to weeks.
- 🥇 1st place, corporate hackathon — AI sales-recommendation engine combining business rules, contextual enrichment (weather / events / location) and explanatory GenAI, with a mobile app.
- Computer vision team lead — led a team for vehicle detection in drone imagery (Detectron2 / YOLOv5-OBB / PyTorch) on a multi-GPU cluster.
- Plant analytics & budget automation — end-to-end technical owner: SAP + corporate data lake → ETL (Alteryx / Python + RPA) → SQL Server → Power BI cockpits, with DataOps runbooks and quality gates.
- Optimization & ML — staff-transportation optimization with bio-inspired algorithms + graph theory; legacy-code comprehension via RAG + static analysis (AST/CFG) with grounded, confidence-scored answers.
- Ingeniería en Robótica — Universidad de Guadalajara (with honors; AI & control systems)
- MBA (dual) — MIU City University Miami + UNIR México (2025–2027, in progress)
- Certs (selected): Intro to Generative AI (Duke) · ML in Production & Data Lifecycle (DeepLearning.AI) · AI Agents / Cognigy · Leading Technical Teams (CU Boulder) · Lean Six Sigma (White Belt) · TOGAF (in preparation)
- 🎤 Speaker: Talent Land (Explainable AI) · The Connectory Talks (Data Analytics)
Most of my professional projects are corporate and under NDA. These are public, personal builds:
- Planetary-Biological-Computing — Gaia-1: a planetary-scale closed-loop concept where biological neurons interact with real-world Earth signals.
- Project-Center — a Markdown-first, GitHub-based personal operating repository to centralize and run projects.
- High_Performance_Stocks — analysis of US stocks for high annual returns.
- ai-voice-agent — AI-powered voice call agent (Twilio + LLM + TTS).
- relationship-exploration-map — interactive board-game metaphor for visualizing attachment, boundaries and relational growth.
- Differential-Evolution-AI — evolutionary / bio-inspired optimization (MATLAB).
Building end-to-end AI — from the model to production, the docs, and the people who use it.