I am a professional passionate about the intersection between engineering and data science. Currently, I am pursuing a Master’s Degree in Data Science at the Universidad de Sonora, focusing on Natural Language Processing (NLP) and the development of Large Language Models (LLMs).
My experience combines the analytical foundation of chemical engineering with modern software development and data analysis tools.
Education
Master’s Degree in Data Science | Universidad de Sonora
August 2023 - Present
Focus on Python, SQL, NoSQL databases, ETL processes, machine learning models, neural networks, NLP, and time series analysis.
Bachelor’s Degree in Chemical Engineering | Universidad de Sonora
August 2018 - June 2023
Skills in process simulation and optimization (MATLAB, ASPEN HYSYS).
Professional Experience
Data Scientist | CT Internacional
February 2025 - Present
Development of an agentic model for advanced hardware recommendations and automated sales. Implementation of RAG architecture with LangChain and OpenAI for dynamic inventory, pricing, and technical guide queries.
Data Scientist | DARIG – Consultores (Salsas Castillo)
March 2025 - Feb 2026
Implementation of an MCP (Model Context Protocol) for sales analysis and business KPIs. Design of function-calling agents (SQL) integrated into Telegram for automated PDF report generation.
Data Engineer | DARIG – Consultores (Frutal)
October 2025 - Feb 2026
Development of Windows/Linux ETL pipelines for migrating legacy databases (HFSQL) to Data Lakes in Parquet format using Podman containers.
Data Scientist | National Energy Control Center (CENACE)
May 2024 - Feb 2025
Development of chatbots based on RAG systems to assist IT engineers. Integration of ticket classification systems to improve response efficiency.
Technical Skills
Languages
Python SQL NoSQL JavaScript
AI & Data Science
LangChain Ollama Hugging Face Scikit-learn Pandas NumPy Matplotlib Seaborn RAG MCP
Databases
PostgreSQL MySQL MongoDB FAISS Redis HFSQL
Development & DevOps
FastAPI Docker/Podman Git/GitHub DagsHub
Certifications
Data Analysis – DataCamp ML Scientist in Python – DataCamp Data Science with Python – DataCamp
Languages
🇲🇽 Spanish — Native
🇺🇸 English — Fluent
🇵🇹 Portuguese — Fluent
🇫🇷 French — Fluent
🇯🇵 Japanese — Intermediate
🇩🇪 German — Intermediate
Interests
I am passionate about continuous learning of languages and cultures — I currently speak 6 languages. I enjoy dancing and traveling, and I am deeply motivated by applying technology to solve real business problems through data and artificial intelligence.
