I'm a Mathematics B.Sc. student at Universidad Nacional de Colombia and Co-founder of QUANTA Research Group, focused on quantum computing research and applied AI.
My work sits at the intersection of quantum optimization, quantum algorithms, and machine learning — from theoretical foundations (categorical quantum circuits) to practical implementations (VRP on quantum hardware, NLP classifiers, AI agents).
- Research: Quantum optimization · Quantum algorithms · Categorical quantum circuits
- Applied: AI agents · NLP classifiers · Operations research
- Currently: Machine Learning Engineer · QUANTA research initiatives
Quantum Computing
Languages
AI / ML
Data & Tools
| Project | Description | Stack |
|---|---|---|
| HandsOn-VRP | Quantum solution to the Vehicle Routing Problem — DAAD Workshop at RWTH Aachen & TU Berlin | CUDA-Q · Qiskit |
| ICTP–Quantinuum Hackathon | Quantum algorithms for real-world applications — 18 global teams at ICTP | Qiskit · Python |
| ADIPA PAP Classifier | LLM-powered classifier for psychological first-aid conversation phases | Claude API · FastAPI · Docker |
| EPM Agent | Natural-language AI agent for querying EPM water service interruptions | OpenAI · Python |
| Night Shift | Corporate night-shift transport route optimizer — routes in under 3 minutes | Python · OR-Tools |
| QGSS 2025 | Solutions to IBM Qiskit Global Summer School 2025 labs | Qiskit · Jupyter |
The future is quantum.