Gomez Melero
Mohammed Amine
Technical Stack
Languages, Frameworks & Infrastructure
Featured Projects
Academic Research & Engineering Software
Healthcare AI
CardioPredict
End-to-end machine learning pipeline to predict cardiovascular disease using patient clinical data. Benchmarked Neural Networks (73.21% accuracy), Decision Trees, and Bayesian Networks. Deployed as an interactive web application.
Time-Series Prediction
Dynamical System Modeling
End-to-end machine learning pipeline to identify complex discrete-time dynamic systems (MIMO NARX). Compared classical scikit-learn regression models with advanced PyTorch deep learning architectures for multi-step-ahead predictions.
LLM Auditing
FACTScore Reproduction
Reproduction study of the FACTScore evaluation framework to detect hallucinations in LLMs. Benchmarked the factual reliability of local models (Phi-4 mini, Gemma 3, Llama 3.2) by computing strictly supported information percentages.
Combinatorial Optimization
Metaheuristics for LOP
Implemented and empirically evaluated advanced stochastic local search metaheuristics (ILS, Tabu Search, Memetic Algorithm, Simulated Annealing) to solve the NP-hard Linear Ordering Problem across 39 LOLIB instances.
Database Engineering
PostgreSQL DNA Extension
Developed a PostgreSQL database extension in C for efficient storage and analysis of DNA sequences. Introduced custom data types and a trie-based SP-GiST index to optimize equality, prefix, and pattern-matching queries on k-mers.
Game Theory & Simulation
Hawk-Dove Game Dynamics
Reproduction and validation of mathematical models from a Scientific Reports paper on N-person Hawk-Dove games. Simulated evolutionary dynamics using replicator equations to analyze equilibrium behavior and bifurcations.
Systems Programming
yaLcc Compiler
Designed and implemented a complete compiler for a custom programming language producing LLVM Intermediate Representation. Built a lexical analyzer (JFlex), recursive-descent LL(1) parser, and code generator.
Software Engineering
Cross-Platform Music Player
Coordinated a 10-person team to develop a cross-platform music application. Managed iterations via GitLab and implemented intuitive interfaces, playlists, and audio effects with a strong focus on agile project management.
Network Programming
Unix Chat System
Developed a C-based messaging system using named pipes (FIFO) for IPC, later redesigned into a multithreaded client-server architecture using TCP sockets. Integrated Bash scripts to automate interactions and create a basic chatbot.
Background
Education & Professional Experience
Bachelor’s in Civil Engineering
Rigorous multidisciplinary foundation encompassing a broad core curriculum in general engineering sciences, physics, and mathematics, reflecting the traditional polytechnic approach.
Master in Computer Engineering, Computational Optimization & Algorithms
Specialization centered on Deep Learning architectures, Combinatorial Optimization, and mathematical precision in algorithmic design.
Engineering Intern
Developed a numerical simulation model for an optical test bench. Implemented and tuned a PID thermal regulation system to ensure testing accuracy.
Ready to Compile?
Open for full-time engineering roles, research collaborations, and algorithmic challenges. Let's build something exceptional.
Gomez Melero Mohammed Amine © 2026