Müsel Emmanuel Tabares Pardo

AI Programmer | Machine Learning Engineer

About Me

I specialize in machine learning, deep learning, computer vision, NLP, and optimization. The more complex and difficult a problem is, the more I'm willing to take it on. I dream of becoming the best.

Education

Erasmus Mundus Master in Advanced Machine Learning and Optimisation Systems

France, Spain, Albania | Current

B.S. in Computer Science, Specialization in AI

Tecnológico de Monterrey | Completed

AI & ML Specialist

Skills

Technical expertise and proficiencies

AI & Machine Learning

Deep Learning

95%

Computer Vision

95%

Natural Language Processing

80%

Optimization

90%

Technologies

Python

95%

PyTorch / TensorFlow

90%

SQL

80%

Scikit-Learn / Keras

90%

Tools

LLMs

Github

HugginFace

OpenCV

LangChain

Docker

Soft Skills

Insatiable Passion

Problem Solving

Discipline

Team Collaboration

Critical Thinking

Adaptability

Projects

A selection of my work in AI and machine learning

Medical Automatic Image Left Ventricle Segmentation

Deep learning model for automatic segmentation of the left ventricle in cardiac MRI images, achieving high accuracy in medical diagnostics.

PyTorch

Computer Vision

Medical Imaging

U-Net

GitHub

Human Activity Recognition using ML

Machine learning system that recognizes human activities from sensor data, with applications in health monitoring and fitness tracking.

Scikit-learn

TensorFlow

Time Series

Classification

GitHub

Deep Learning-Based Hydrological Forecasting

Neural network models for predicting water levels and flow rates in rivers, helping with flood prevention and water resource management.

PyTorch

Time Series

LSTM

Environmental Data

GitHub

Petri‑Net Modelling & Formal Analysis

Novel approach combining metaheuristic algorithms with Retrieval-Augmented Generation and Large Language Models for complex optimization problems.

JAVA

PIPE

Modelling

Simulation

GitHub

NLP Project Collection

Suite of natural language processing projects including sentiment analysis, text classification, and language generation models.

BERT

Transformers

NLP

Hugging Face

GitHub

Fine-tuning GPT-2 for Personalized Chatbot

Custom implementation of fine-tuning GPT-2 for domain-specific conversational AI with personalized responses.

PyTorch

GPT-2

Transfer Learning

NLP

GitHub

View More on GitHub

Experience

Professional journey and work history

Machine Learning Engineer

MoodMe, USA2023-2024

Developed and optimized computer vision algorithms for facial analysis and emotion recognition. Implemented deep learning models for real-time facial tracking and feature extraction. Collaborated with cross-functional teams to integrate ML solutions into production systems.

Data Analyst

CEMEX, Mexico2023

Analyzed large datasets to identify patterns and trends in business operations. Created data visualizations and dashboards using PowerBI to communicate insights to stakeholders. Developed predictive models to forecast business metrics and optimize decision-making processes.

Get in Touch

Let's connect, and change the wold together.

Contact Information

muselemmanuel@hotmail.com

github.com/musel25

linkedin.com/in/musel-tabares

Let's Connect

Follow me on social media for updates on my latest projects and research.