About
Highly proficient Software Engineer with a strong background in web application development, specializing in Python, ReactJS, and FastAPI. Expertly navigates the entire software development lifecycle, from architectural design and infrastructure setup to robust testing and CI/CD implementation. Recently applied skills in data analysis, machine learning, and deep learning, seeking to leverage a unique blend of full-stack development and AI expertise to drive innovation in challenging technical environments.
Work
Creai
|Software Engineer
Bogotá, Bogotá, Colombia
→
Summary
At Creai, I am engineering a robust backend system leveraging advanced LLM APIs to automate product categorization and ensure seamless data synchronization.
Highlights
Engineered a robust backend system utilizing an LLM API to automate product categorization, streamlining data processing and improving efficiency.
Ensured seamless database synchronization and real-time information updates, significantly enhancing data integrity and accessibility.
Developed solutions to maintain up-to-date product information at regular intervals, supporting dynamic business operations.
Factored AI
|Software Engineer
Bogotá, Bogotá, Colombia
→
Summary
As a Software Engineer at Factored AI, I developed and optimized machine learning projects and web applications, contributing to internal training initiatives and critical enterprise data solutions.
Highlights
Led development of 35% of a critical enterprise data coordination project, architecting a scalable backend with Python and FastAPI that significantly improved data response and decision times.
Implemented robust RESTful API endpoints and Pydantic-based request/response models, ensuring high type safety and rigorous data validation across critical systems.
Designed and optimized PostgreSQL data models and database schemas, enhancing efficient data storage and retrieval for high-volume applications.
Contributed to 25% of the company's internal web application development using React and TypeScript, directly enhancing employee efficiency and productivity.
Education
UNIVERSIDAD POLITÉCNICA DE MADRID
→
Master
Artificial Intelligence
Coursera
→
Course
Deep Learning Specialization
UNIVERSIDAD DE LOS ANDES
→
Bachelor
Systems and Computing Engineering
Coursera
→
Course
Machine Learning Specialization
Languages
Spanish
English
Certificates
Google Cloud Computing Foundations
Issued By
Google Cloud Platform
Skills
Programming Languages
Python, Typescript.
Machine Learning & Data Science
Pytorch, Pandas, Numpy, Scikit-learn, Deep Learning, Machine Learning.
Web Development
ReactJS, FastAPI, Front-end Development, Back-end Development, API Creation, ORM Implementation.
Databases
PostgreSQL, Database Development, Data Modeling.
DevOps & Cloud
Docker, AWS, Terraform, Git, GitHub, GitHub Actions, CI/CD Implementation.
Tools & Methodologies
Jupyter, Robust Testing, Architectural Design, Infrastructure Setup, Containerization.