I'm a passionate mathematician and computer scientist with a strong focus on data science, AI, and their applications in business strategy and organizational economics. Currently working as a Data Scientist at Ipsos and collaborating on research projects with Harvard Business School.
🔍 More about me
- 🔭 I'm currently working on advanced machine learning models and data pipelines at Ipsos
- 🌱 I'm continuously learning about Large Language Models (LLM) and Natural Language Processing (NLP)
- 👯 I'm looking to collaborate on innovative AI and data science projects
- 🎓 Dual degree holder: BSc in Mathematics and BSc in Computer Science from Universidad Nacional de Colombia
- 💼 Experience in both industry (Ipsos) and academia (Harvard Business School)
- 🌟 Awarded the "Total Ops Star Employee - LATAM" at Ipsos in 2024
- 🏆 Recipient of the Best Averages Scholarship for 10 consecutive semesters at Universidad Nacional de Colombia
Expand to see my technical skills
| Category | Technologies |
|---|---|
| Programming Languages |     |
| Data Science & ML |      |
| Cloud & DevOps |     |
| Visualization |      |
| Other Tools |    |
NeuroSync: Advanced Brain-Computer Interface
A cutting-edge project combining EEG signal processing and deep learning to create a non-invasive brain-computer interface. This system allows users to control digital devices using thought patterns, with potential applications in assistive technology and human-computer interaction.
Tech Stack: Python, TensorFlow, Scikit-learn, Signal Processing Libraries View Project (placeholder link)
EcoPredict: AI-Powered Environmental Forecasting
An innovative system that uses machine learning and satellite imagery to predict environmental changes and natural disasters. This project aims to provide early warnings for events like forest fires, floods, and droughts, contributing to better disaster preparedness and environmental conservation efforts.
Tech Stack: Python, PyTorch, Earth Engine API, GCP View Project (placeholder link)
StrategyAI: Game Theory Simulator for Corporate Decision-Making
A sophisticated simulation platform that applies game theory principles to model and analyze complex corporate strategies. This tool helps businesses make data-driven decisions by simulating market dynamics, competitor behaviors, and optimal pricing strategies.
Tech Stack: Python, Julia, React, D3.js View Project (placeholder link)
OrgOptimizer: AI-Driven Organizational Structure Analysis
An advanced tool that uses machine learning and network analysis to optimize organizational structures. By analyzing communication patterns, workflow efficiency, and team dynamics, OrgOptimizer provides actionable insights for improving company productivity and employee satisfaction.
Tech Stack: Python, NetworkX, Scikit-learn, Dash View Project (placeholder link)
- MadameX: A web-based game developed using JavaScript
- BrickBreaker: A classic brick breaker game implemented in JavaScript
- Tetris: A web version of the popular Tetris game created using JavaScript
- Atlantida: A website for the Atlantida project
- 🏅 Best Averages Scholarship (10 semesters) - Universidad Nacional de Colombia (2018-2023)
- 🌟 Total Ops Star Employee - LATAM, Ipsos (April 2024)
- 🎓 Dual Degree: B.S. in Computer Science and B.S. in Mathematics - Universidad Nacional de Colombia (2023)
- 💼 Research Assistant at Harvard University, collaborating with Professor Jorge Tamayo (2022-Present)
I'm always open to interesting conversations and collaboration opportunities. Feel free to reach out!
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