Carlos Eduardo Figueredo Triana

Software Engineer | AI/ML Specialist

Madrid, ES.

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

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Software Engineer

Bogotá, Bogotá, Colombia

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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

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Software Engineer

Bogotá, Bogotá, Colombia

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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

Madrid, Madrid, Spain
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Master Artificial Intelligence

Coursera

Online, California, United States of America
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Course Deep Learning Specialization

UNIVERSIDAD DE LOS ANDES

Bogotá, Bogotá, Colombia
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Bachelor Systems and Computing Engineering

Coursera

Online, California, United States of America
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Course Machine Learning Specialization

Languages

Spanish

English

Certificates

Google Cloud Computing Foundations

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.

Carlos Eduardo Figueredo Triana