Resume

Professional Experience

AI Engineer at UrbanEcho (Mar 2025 - Present) - Contract

Developing cognitive architecture for AI agents in urban planning simulation
Implementing reasoning agents for enhanced decision-making in transport models
Optimizing AI performance for sustainable infrastructure planning
Collaborating with cross-functional teams on urban digital twin technology

Data Science Instructor at TripleTen (Mar 2025 - Present) - Part-Time

Leading cohorts through data science curriculum
Providing technical mentorship to students
Managing collaborative learning environment for ML topics

Consultoria Logistica Integral Colombiana - Consultor (2025)

Provided consulting services to companies on integrating Odoo ERP into business workflows
Customized Odoo solutions to align with client operational needs
Supported process optimization and digital transformation initiatives

LLVM - Google Summer of Code (2025)

Developed visualization tool for kernel compilation offloading information (LLVM Advisor project)
Simplified complex compilation workflows through intuitive interface design
Improved developer productivity when working with offloaded compilation data
Presented poster on LLVM Advisor project at LLVM Developers Conference (2025)

TripleTen - Technical Support (Feb 2025)

Resolved customer technical issues with 95% satisfaction rate
Provided timely solutions for platform-related problems

TripleTen - Software Engineer (Oct 2024 - Jan 2025)

Reviewed and optimized technical content for data science courses
Fixed critical platform bugs and implementing improvements
Developed automated content validation system

University of Medellín - Software Engineer (Aug 2024 - Jan 2025)

Led development of administrative tool system
Integrated LLMs for AI-powered university data querying
Managed cross-functional team for performance tracking
Achieved 40% increase in user satisfaction

Fluid Attacks - Security Engineer (Mar 2024 - Oct 2024)

Built and deployed AWS-based security scanner
Implemented DAST and SAST methodologies
Automated vulnerability detection for Git repositories

Autonomic Mind - Intern Software Engineer (Nov 2023 - Feb 2024)

Optimized solutions using functional programming principles
Implemented automated testing pipeline with Gitlab CI/CD
Achieved performance improvements through recursive optimization

EastLube - Freelance Software Engineer (Jan 2023 - Sep 2023)

Developed modern website increasing online visibility by 40%
Implemented new database system improving data retrieval by 50%
Trained staff on new technologies with 95% adoption rate

Education

Student Summer Research Fellowship - ETH Zurich (2025)
- Research Paper: “A Cognitive Architecture for Intelligent Urban Planning” submitted to IAAI
- Poster presentation: “AI Applications in Urban Development” at AI+X Summit, Zurich 2025
Bachelor of Scientific Computing - University of Medellín (2023 - Present)
Bachelor of Computer Science - University of Antioquia (2022) - Transferred
Technical Studies in Mechatronics - SENA (2020 - 2021)

Leadership & Activities

Anthropic Safety - Red Team Volunteer (Jun 2025): Contributed to model security testing via HackerOne red-teaming.
University of Boston - Volunteer Research Assistant (Mar 2025 - Jun 2025): Assisted in improving a tool for detecting bugs in CUDA kernels.
CPP Online - Staff Volunteer (Feb 2025): Supported organization and logistics of the C++ online conference.
RedColsi - Researcher (2025): Published poster “N-Body Simulation Using Barnes-Hut Algorithm for Gravitational Interactions” for American Journal of Physics submission on computational physics education.
Askclinik - Volunteer Software Engineer (Nov 2024 - Feb 2025): Migrated deployment infrastructure to Docker.
**Hacktoberfest Contributor (Oct 2024): Enhanced Cloudinary’s Python CLI through open-source contributions.
CGO Artifact Evaluation - Reviewer (Sept 2024 - Present): Reviewed and validated research artifacts for CGO conference.
Open Source Contributor - Various Projects (Jul 2024 - Present): Contributed to different open-source organizations, including, Sckit Learn, Pandas, LLVM, Mozilla, etc.
LLVM Col - Staff Member (Jun 2024 - Present): Shared knowledge and supported LLVM community activities.
Space and Earth Research Group - Member (Jul 2023 - Present): Conducted research on physics education and outreach.

Personal Projects

Aura (2024 - Present): Created and maintain a Discord server for university students to integrate with learning activities, featuring an AI-powered Discord bot to assist with educational engagement.
Ziv Compiler (2024 - Present): Developing a personal compiler project to deepen understanding of programming language design and implementation.

Technical Skills

Security Testing & Cybersecurity
AI Application Programming & Agents
CI/CD Implementation
Python, C++, JavaScript
API Integration
Git & Version Control
Data Science

Awards

Student Summer Research Fellowship - ETH Zurich (2025)
Second Place - AI Image Generation Challenge, Universidad de Medellin (2025)
Professional Membership Award - ACM (2025)
First Place - National AWS AI Deepracer Competition (2023)
AWS & Udacity Artificial Intelligence Scholarship

Certifications

CVSS v4.0 (FIRST)
Web Application Penetration Tester eXtreme (INE)
Teaching Certification in Social Innovation for Sustainable Development (Learning by Help)
Quantum Computing (The Coding School)
AI Programming with Python (Udacity)
Data Analytics Professional Certificate (Google)
Learning How to Learn (Deep Teaching Solutions)
CS50’s Python Programming (Harvard)
Diploma in Web Development (University of Caldas)
Electrician Diploma (Fundación Carlos Slim)
Mechanic Diploma (Fundación Carlos Slim)

Languages

Spanish (Native)
English (Professional)

Connect With Me

Quick learner passionate about solving complex problems and contributing to open-source projects. Always eager to take on new challenges and learn new technologies.