Designing and building distributed, high-performance systems that prioritize reliability, observability, and low operational overhead. Currently building Ordo — a self-hosted CI/CD platform with Claude AI agents — and the Hub Integration Gateway for Lambda Analytics.
Specialized in backend architecture and microservices integration. I design and build distributed, high-performance systems that prioritize reliability, observability, and low operational overhead — from REST APIs and integration layers with Django REST Framework, Flask, Spring Boot, and .NET, to async task pipelines with Celery, Redis, and RabbitMQ.
Currently building Ordo — a self-hosted CI/CD + monitoring platform with AI agents (Claude API) for automated deployments across multi-server environments — and the Hub Integration Gateway, a Django + DRF reverse proxy that unifies authentication and routing across 6+ independent microservices on AWS. Also building LLM-powered tooling: RAG pipelines with LangChain and vector stores, Claude API tool-use agents, and OpenAI integrations.
Data Science · Python · AWS · Machine Learning · Signal Processing · IoT · Neural Networks · Optical Fiber · Cloud Computing · OOP · Project Management
Cardiovascular risk prediction using Flask and ML on real clinical data. Multidisciplinary team combining technical and medical domain knowledge.
Science club — chemistry and research projects. Honorable mention for academic excellence.
Robotics club · Antioquia Digital Camp · electronics and programming projects · honorable mentions 9th & 10th grade.
A broad set of technologies across backend, frontend, cloud, and data science.
From API design to full deployment — end-to-end software development.
Scalable RESTful APIs with Django REST Framework, Flask, Spring Boot and .NET. Async workflows with Celery, RabbitMQ and Redis.
End-to-end web applications with React.js / Next.js and TypeScript. Industrial systems with 15+ interconnected modules.
Containerized deployments with Docker on Linux and AWS. CI/CD automation with GitHub Actions and microservices architecture.
ML model integration, predictive analytics, data science pipelines and AI-powered automation using Python and Claude AI.
IoT retrofit systems, smart home automation, Arduino / MicroPython prototyping and real-time sensor data processing.
Enterprise integration platforms, API gateway design, event-driven microservices and multi-system data orchestration.
A selection of projects spanning backend systems, AI, IoT and full-stack development.
Enterprise-grade self-hosted CI/CD platform with real-time job monitoring, distributed Docker runners and integrated Claude AI agents. Replaces SSH-based deployments with a polling architecture that runs securely on any server. Powers the Hub Integration Gateway at Lambda Analytics.
Django + DRF reverse proxy that unifies authentication and routing across 6+ independent microservices (Domus, EPM, user management, CRM) deployed on AWS. Features per-service nginx routing, centralized JWT auth, and a unified API surface for all downstream clients.
2023
Cardiovascular risk prediction app. Flask + ML on real clinical data. First place at Pascual Bravo & Ruta N Data Science Hackathon.
2024
ASP.NET MVC platform automating the monitoring and loading of Bancolombia's installed capacity.
2024
Retrofit home automation for motorized sliding windows with wireless control and sensor feedback.
2022
Time-series ML model predicting the Colombian exchange rate (TRM) using regression and data analysis.
2023
Node.js + MongoDB fitness planning application. Create and track personalized workout plans online.
2023
Phase object recovery using CNN and digital holographic image processing techniques.
2023
IoT water tank monitoring with automated level sensing, pump control and remote alerts.
2021
Library management system with book reviews and reservations. Object-oriented design patterns.
2022
Early leukemia risk detection using supervised machine learning models on clinical biomarkers.
Have a project in mind or just want to connect? Drop me a message.