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TurboMino: Tetris AI Bot with PPO + CNN + RoPE

Apr 2026

In progress

Tetris agent trained with PPO (Stable-Baselines3) on a custom Gymnasium environment. Uses CNN with Rotary Position Embeddings (RoPE), bit-packed uint32 board representation, exhaustive placement search via BFS, and interactive Pygame visualization.

Jupyter

NumPy

Pandas

Pygame

Python

PyTorch

Reinforcement Learning

TFM: Reward Machines on RL

Apr 2026

In progress

Master's thesis implementing tabular Q-Learning augmented with Reward Machines (reward automata) and Counterfactual Reward Machines (CRM). Environments: Taxi-v3, MultiTaxi (2 passengers), MiniGrid-DoorKey. Benchmarks 5 variants (no RM, RM only, RM+CRM, improved versions).

Jupyter

Matplot

NumPy

Pygame

Python

Reinforcement Learning

String art

Feb 2025

Finished

From pixels to lines. This algorithm transforms raw numbers into patterns that resemble art. Start from one point, evaluate all possible lines, and draw the one that improves the image the most. Repeat until you're done!

Git

JavaScript

Next.js

React

Tailwind CSS

TypeScript

TFG: Visual Document Understanding

Mar 2025

Finished

Bachelor's thesis evaluating Visual Document Understanding methods for extracting structured information from documents. Compares Azure OCR + LLM, custom fine-tuned OCR, and DONUT (Document Understanding Transformer) with PyTorch Lightning. Deployed with Docker.

Docker

HuggingFace

Jupyter

Matplot

NumPy

Pandas

Plotly

Python

PyTorch

Tetris Solver: GA & Simulated Annealing

Sep 2025

Finished

Modern Tetris implementation in Unity solved with two metaheuristics: Genetic Algorithm (GA) and Simulated Annealing (SA). Each solution is a sequence of piece placements evaluated by a fitness function that minimizes board space. Includes Python analysis tools and a research paper.

C Sharp

Jupyter

LaTeX

Matplot

Pandas

Plotly

Python

Unity

Multimodal Sexism Detection in Memes

Mar 2026

Finished

Multimodal model fusing text (XLM-RoBERTa), physiological signals (EEG, eye tracking, heart rate), and video embeddings (Qwen VL) to classify TikTok memes as sexist or not. Uses CrossModalAttention, GatedTextFusion, and SoftLabelLoss (KLDiv over annotator distributions). Achieves 80.6% macro F1.

HuggingFace

Jupyter

NumPy

OpenCV

Pandas

Python

PyTorch

Sklearn

Custom Viola-Jones Face Detection from Scratch

Mar 2026

Finished

Custom Viola-Jones face detection system with a parallelized Haar cascade classifier. Trained via AdaBoost with hard negative mining on WIDER FACE. Supports Numba JIT (5-10x speedup) with a threaded NumPy fallback. Real-time webcam detection included.

Jupyter

LaTeX

Matplot

NumPy

OpenCV

Pandas

Plotly

Python

Sklearn

Missing-Data-Robust Medical Imaging Model

Apr 2026

Finished

3-stage pipeline: self-supervised pretraining on BraTS (brain tumor segmentation), survival prediction training on UPenn-GBM (glioblastoma), and testing. Uses deep learning architecture with YAML config, editable install, and multi-GPU support via PyTorch Accelerator.

Jupyter

LaTeX

NumPy

Pandas

Plotly

Python

PyTorch

Sklearn

Cloud & Local Voice Assistant with RAG and TTS

Jan 2026

Finished

Voice assistant that receives spoken questions, processes them, retrieves information locally or from the web (Tavily RAG), and answers via voice using Qwen3-TTS. Supports multiple TTS voices across 10 languages. Includes a Streamlit web UI.

HuggingFace

Jupyter

LangChain

NumPy

Python

PyTorch

RAG

The Cube: El Jueguito

Sep 2023

Finished

The Cube, also known as El Jueguito, was my first major programming project. With the aim of learning C# and Unity, I started this game as a practice project. The concept is simple: protect a cube from enemies. Round after round, more and more enemies appear, each stronger than the previous. When you can no longer hold them back, you can use the money to upgrade your weapons and survive further rounds!

C Sharp

Unity

Photoshop

Spanish-Esperanto Neural Machine Translation

Nov 2025

Finished

Neural machine translation project for Spanish→Esperanto, a low-resource language pair. Compares NLLB-200, mT5-large, and LLaMA with fine-tuning and few-shot prompting. Trained on CCMatrix parallel corpus. Includes a research paper.

HuggingFace

Jupyter

LaTeX

Matplot

NumPy

Pandas

Plotly

Python

PyTorch

Portuguese-English Speech Translation

Dec 2025

Finished

Speech translation project exploring cascade (ASR → MT) and end-to-end approaches for Portuguese→English. Uses Whisper for transcription, NLLB and mT5 for translation. Trained on CoVoST 2 and EuroparlST datasets. Includes a research paper.

HuggingFace

Jupyter

LaTeX

Matplot

NumPy

Pandas

Plotly

Python

PyTorch

Computer Vision Labs

Mar 2026

Finished

Three computer vision assignments: gender recognition (CNN <100K params), car model identification (Bilinear CNN with VGG/ResNet backbones), and ViT attention visualization (rollout + interactive patch explorer). All implemented with PyTorch Lightning.

HuggingFace

Jupyter

LaTeX

Matplot

NumPy

OpenCV

Plotly

Python

PyTorch

Sklearn

Procedural Animations

Dec 2024

Finished

In this project, I employed the concept of zero keyframes: instead of using images for texture, I drew and rendered the frames of a moving creature to make it appear alive. The main idea was to create fish-like creatures with fins and wobbly eyes. I then incorporated some of my previous work on Inverse Kinematics to generate the legs. The results are incredible visuals of creatures that move as if they were alive!

Matplot

NumPy

Pygame

Python

Maze Generator and Solver

Sep 2024

Finished

Mazes are an interesting application of graph and algorithm theory. They can be represented in many ways, but the objective is always to navigate from one tile to another (the exit). Here, we use pathfinding algorithms like A* or Greedy to find the best solution. Click to see how mazes are generated and solved step by step!

Python

Pygame

NumPy

Boids Simulator

Sep 2024

Finished

Boids, or flocks, are agents that mimic the behavior of certain animals. Specifically, we can simulate the movement of birds or ants. With three simple rules—Cohesion, Alignment, and Separation—we can reproduce this fascinating behavior. Colors change based on direction, creating incredible visuals!

Python

Pygame

NumPy

DeepGlobe Road Extraction

Sep 2025

Finished

Road segmentation on the DeepGlobe dataset using two approaches: UNet with segmentation_models_pytorch and SegFormer (ViT-based from HuggingFace). Includes CLI for dataset generation, training, and testing. Full report in the project notebook.

HuggingFace

Jupyter

Matplot

NumPy

Pandas

Plotly

Python

PyTorch

Sklearn

Multi-Agent Based Crowd Evacuation Simulation

Jan 2026

Finished

Crowd evacuation simulation with heterogeneous agents (polite, aggressive, slow) using the Mesa framework. Explores scenarios (corridor, mall, theater, snake) with A*/BFS/Manhattan pathfinding. Analyzes impact of density, agent types, exit count, and exit preference on evacuation times and flow dynamics.

Jupyter

LaTeX

Matplot

NumPy

Pandas

Plotly

Python

Multi-Label Movie Genre Classification

Oct 2025

Finished

Multi-label classification of 18 movie genres from title and plot summary. Compares three approaches: classical logistic regression (scikit-learn), transformers (DistilBERT/RoBERTa with HuggingFace Trainer), and few-shot prompting with Gemini (Google Generative AI) using structured JSON output.

HuggingFace

Jupyter

NumPy

Pandas

Plotly

Python

Sklearn

Double Pendulum

Sep 2024

Finished

This project was intended as a one-day coding session and ended up with me playing with the results for three days. The chaos generated by a double pendulum system is quite interesting. The math behind it is simple, involving just two (albeit large) equations. The visuals are amazing and, when properly tweaked, can mesmerize you.

Python

Pygame

NumPy

Orbits Simulator

Feb 2025

Finished

The Three-Body Problem, a good Netflix series, shows what can happen in the universe when physics are involved with large objects (planets and stars). Here, I simulate the interaction of some objects using simple Newton's equations implemented in C++. We can enable collisions and make the objects behave like bouncing balls. Super fun.

C ++

Inverse Kinematics

Dec 2024

Finished

This is a simple and fast project developed in one day. After being inspired by some YouTube videos, I decided to give it a try. The mathematics involved are simple—just angle operations. The results are quite good, though there is plenty of room for improvement.

Python

Pygame

NumPy

Auto Image to ASCII Converter

Jan 2024

Finished

This project originates from the simple idea of transforming images into another format: TEXT! Using a third-party app (with proper attribution) and my UI, you can convert any video, GIF, or random image into text. Different modes are available, and you can save the outputs for later usage!

Python

A cigarret?

Mar 2025

In progress

Chill...

Git

JavaScript

Next.js

React

Tailwind CSS

TypeScript

Web Portfolio

Aug 2024

In progress

This is the website you are visiting right now! My personal, self-developed web portfolio. Here I applied all my knowledge of React and Next.js to create this page as an online CV to showcase my projects. My entire professional background is summarized here, so if you want to know more about me, just keep exploring!

Git

JavaScript

Next.js

React

Tailwind CSS

TypeScript

vault-context: RAG Plugin

Jun 2026

Finished

Lightweight Obsidian RAG context injector for AI coding assistants (opencode, Claude Code). On every message, searches your Obsidian vault with ripgrep, scores hits by relevance, and prepends context blocks so the LLM sees relevant notes without you asking. No API keys, no network calls.

JavaScript

Node.js

RL Module: Reusable Toolkit

Aug 2025

Finished

Reusable reinforcement learning module built around Gymnasium environments. Based on the Hugging Face Deep RL Course. Provides plug-and-play RL components with CNN support for image-based observations. Designed to be imported into other projects.

Jupyter

NumPy

Pandas

Python

PyTorch

Reinforcement Learning

maikol-utils: Python Utility Toolkit

Jul 2025

Finished

Lightweight reusable Python utility package for everyday scripting: JSON file handling, colored terminal prints, visual bash separators, and dynamic status messages. Available on PyPI (pip install maikol-utils). Built with a clean, documented API.

Jupyter

Python

Latex Template (Enhanced)

Jan 2026

Finished

Enhanced version of the UPV/ETSINF LaTeX thesis template with extended features. Git-ready with logical folder structure (chapters, images, bibliography). For Bachelor's (TFG) and Master's (TFM) theses. Template-instantiable from GitHub.

LaTeX

Latex Template (Simplified)

Jan 2026

Finished

Simplified version of the UPV/ETSINF LaTeX thesis template. Git-ready, logically organized into chapters/images/bibliography folders. For Bachelor's (TFG) and Master's (TFM) theses. Includes .gitignore for clean version control.

LaTeX

LaTeX CV — Personal

Jun 2026

Finished

My personal CV in LaTeX, available in English and Spanish. Uses a custom class (miquelcv.cls) with a clean two-column layout, skill rows, and TikZ overlays. Compiled with LuaLaTeX. Template-ready for anyone to fork and adapt.

LaTeX

Python AI/ML Project Template

Jan 2026

Finished

Robust and scalable Python project template for data science and AI/ML workflows. Pre-configured folder structure (app, data, models, notebooks), uv dependency management, editable pip install, and Jupyter kernel setup. Bilingual README (EN/ES).

Python

Jupyter

Random Projects & Utility Scripts

Jun 2025

In progress

Collection of small utility scripts: photo quality reducer, smart backup copier (recursive, date-filtered), and other misc tools. Built with Python for personal automation tasks.

Jupyter

NumPy

Pandas

Python