TLDR: AI Engineer, 3+ years of experience working at seed-level startups, driving cloud-based AI/ML products to market.
Skills: Python, Rust, C#, TypeScript, PyTorch, Tensorflow, AWS, GCP, Docker, SQL, REST, websockets, French, Spanish, English, and more.
Artificial Intelligence Engineer — materiom.org
04/2024 → Present, Funded by Google, leading the development of an AI research assistant to enhance biomaterial development:
- Building and designing a reliable and scalable frontend/backend architecture, enabling effective communication between the users and ML models.
- Deploying LLMs connected to a database of thousands of research articles for conversational interaction via RAG.
- Neural Networks for biomaterial property prediction based on material formulations.
Hosted on Google Cloud using Cloud Run, Cloud SQL, Python, and React.
Artificial Intelligence Engineer — conode.ai
09/2021 → 04/2024, Led the design, development, and deployment of cloud-based AI-human collaboration features at dRISK, including:
- Enterprise Data Solution: web app built with TypeScript, Rust, and Python, enabling non-technical decision-makers to navigate and understand large datasets graphically.
- AV Perception Retraining Platform: Allows users to graphically identify and fix perception failures through data curation, model retraining, fine-tuning, and performance tracking.
- LLM-Powered Agent: Enables non-technical users to interact with data exploration tools via natural language, hosted on a Python Flask server with websocket communication.
Machine Learning Engineer — neurolabs.ai
06/2021 → 09/2021, Lead the exploration for learned Synthetic Data Generation methods integrated into their Retail Product.
Education
MSc in Artificial Intelligence (The University of Edinburgh), MSc in Mechatronic Engineering (Arts et Métiers ParisTech), BSc in Product Design Engineering (EAFIT University).
Patents
(Application No. PCT/US2024/032276) Algorithm utilizing graph theory and A* search for global translation of trajectory-based scenarios, crucial in autonomous vehicle reinforcement learning training and validation.
Awards
Colfuturo Excellence Scholarship, Eiffel Excellence Scholarship.