Benemérita Universidad Autónoma de Puebla (BUAP)
B.Eng. in Computer Science — GPA 8.72 / 10
Education
Publications
Answer Set Programming in Solving Irregular Sudoku Puzzles
IJAIA · International Journal of Artificial Intelligence & Applications, Vol. 17, No. 1 — January 2026
- Designed and implemented an algorithm to generate irregular Sudoku instances — no public generator existed — and built the reference dataset for the study.
- Modeled the puzzle as a constraint satisfaction problem and implemented the full encoding in Answer Set Programming.
- Over 1,200 instances per configuration, the aggregate encoding solves 9×9 boards about 2× faster than the pairwise one.
Projects
Real-time smart whiteboard
Python · TypeScript · PyTorch · Llama · Whisper · LLM fine-tuning
- Web app that listens to a live lecture and draws its key content on a digital whiteboard; frontend in TypeScript and CSS, with no UI framework.
- Replaced a third-party LLM API by generating a synthetic dataset of ~1,100 examples and fine-tuning a Llama model, serving inference locally.
- ~7 s latency from speech to rendered stroke.
Published indie games
Godot Engine · GDScript
- Seven complete games published on itch.io, with over 2,000 plays.
Automated lo-fi channel
n8n · Docker · ffmpeg · Raspberry Pi · APIs REST
- End-to-end pipeline that produces and publishes YouTube videos with no manual step: generative music, cover art via API and assembly with ffmpeg.
- Orchestrated in n8n on Docker on a self-hosted Raspberry Pi; 32 videos published, 4.7k views and 795 hours of watch time.
Game-playing agents
Python · Minimax · Monte Carlo methods
- Minimax-based opponents for Tic-Tac-Toe and chess, and a Monte Carlo simulation agent to evaluate Blackjack strategy.
Open source
linux-wallpaperengine — contributor
4.5k+ stars on GitHub · PR #537
- Implemented text object rendering, a long-pending feature, through maintainer review and into upstream.
Technical skills
- Languages
- Python, TypeScript, GDScript, SQL, CSS
- Machine Learning
- PyTorch, TensorFlow, scikit-learn, Hugging Face Transformers, Whisper, LLM fine-tuning, pandas, NumPy, Matplotlib
- Databases & tools
- PostgreSQL, MySQL, Git, Docker, n8n, ffmpeg, Linux, Bash, Raspberry Pi, Google Colab, Jupyter, VS Code, Godot
Certifications & more
- Machine Learning Specialization — DeepLearning.AI and Stanford (Coursera), 2026
- CS50's Introduction to Artificial Intelligence with Python — Harvard, 2025
- CS50's Introduction to Programming with Python — Harvard, 2025
- Languages: Spanish (native), English (B2, Aptis certified — British Council)
- Code Rush Hackathon, Tec de Monterrey Campus Puebla (2025) · 3rd place, National High School Chess Championship
Published games
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Memorama
Memory with groups of two to eight cards. Play a tunable bot, share a device, or go online.
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Digo!
Dig through an endless tower of blocks, upgrade your clicks, and see how deep you can go.
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Circle
Hit the arrows in sync with the beat — stay sharp, stay on rhythm!
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Square
Build, defend, and survive the storm of endless enemies!
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Triangle
Battle through geometric enemies, level up your skills, and dominate the battlefield!
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Tic Tac Toe
Tic Tac Toe with an infinite mode where each player keeps only three marks and the fourth pushes the oldest off.
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Connect 4
Connect 4 with the Pop Out twist: spend a turn pulling one of your discs out from the bottom. Local, versus a bot, or online.