I'm a mathematician and computer scientist with expertise in data science, AI, and machine learning. Currently working as a Research Assistant at Harvard Business School, where I merge theoretical rigor with computational solutions to study organizational economics.
🔍 More about me
- 🔭 I'm currently working on advanced research in organizational economics at Harvard Business School
- 🌱 I'm continuously learning about AI agents and multi-agent systems
- 👯 I'm looking to collaborate on innovative AI and machine learning 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 |      |
| AI & NLP |     |
| Web Development |     |
| DevOps & Tools |     |
| Data Visualization |     |
TextInsight - Advanced NLP Library
A multilingual text analysis library combining BERT for sentiment analysis, GPT-3.5 for text correction and topic generation, and embeddings for graph visualization. Features include batch processing for large datasets, flexible API, and interactive visualizations. Deployed at Ipsos to analyze survey data, cutting analysis time by 60% while delivering deeper insights.
Tech Stack: Python, Transformers, OpenAI, NetworkX, PyVis Status: Private Repository
Cunservicios Platform
A web platform for water and sewage utility services management with a modern microservices architecture. The system features user-facing modules for bill consultation and payment, service requests, PQR management, and administrative tools. Implemented responsive design, form validation, API integration, and database modeling using industry best practices.
Tech Stack: React, FastAPI, SQLAlchemy, Tailwind CSS, JWT, Formik View Project
File-Translator
A Python script for translating Excel columns from German to English using OpenAI's GPT API, optimized for technical and machine error descriptions.
Tech Stack: Python, OpenAI API, pandas View Project
AI-Roadmap
A structured, project-based roadmap for learning Machine Learning & AI through hands-on projects. Each project builds on the previous one, helping you move from beginner to advanced AI concepts.
Tech Stack: Python, Various ML libraries View Project
Pyvizard
A Python visualization toolkit for data science and analytics workflows.
Tech Stack: Python View Project
- 🌟 Total Ops Star Employee - LATAM, Ipsos (April 2024)
- 🏅 Best Averages Scholarship (10 semesters) - Universidad Nacional de Colombia (2018-2023)
- 🎓 Dual Degree: B.S. in Computer Science and B.S. in Mathematics - Universidad Nacional de Colombia (2023)
- 💼 Research Assistant at Harvard Business School, collaborating with Professor Jorge Tamayo (2022-Present)
- AI Agents Fundamentals - Hugging Face (February 2025)
- Artificial Intelligence Expert Certificate (CAIEC) - Certiprof (November 2024)
- Artificial Intelligence Bootcamp - Talento Tech Cymetria (May-October 2024)
- DevOps Certification - Platzi (October 2024)
I'm always open to interesting conversations and collaboration opportunities. Feel free to reach out!
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