Software engineer (dual M.S., ICAI) shipping ML/AI end-to-end: from a vision-based autonomous drone policy trained from scratch to LLM-based internal automation tools built for BMW's ADAS engineering team.
Developing and validating longitudinal control algorithms for BMW's Level 2+/3 systems, specializing in in-vehicle testing and data analysis to improve real-world passenger comfort. Building web apps with MCP + LLM pipelines to automate documentation and quality-reporting workflows in the team.
Designed and trained a vision-based, end-to-end policy mapping raw RGB images directly to thrust/body-rate commands for autonomous FPV drone navigation, with no privileged state. Built a photorealistic, GPU-parallel training pipeline in NVIDIA Isaac Lab (PPO, asymmetric actor-critic). After ~1 day of training on a single consumer GPU, the policy reached 90.9% course completion with a 3.7% collision rate.

Contributed to a strategic digital transformation project across multiple industries. Developed a digital twin for a leading industrial Spanish company using Teamcenter and NX.
Optimized Acerinox's product shipment strategy in collaboration with Cátedra de Industria Inteligente. Applied ML and genetic algorithms to optimize logistics routes, and created a visualization UI.
Developed an autonomous mobile chair for use in office environments using ROS2, improving accessibility.
Developed an FPGA controller for multiple high frequency inverters used in capacitive wireless charging for EVs. Achieved power transfers of 4kW with 86% efficiency.
Conducted a study on the development of fires in substandard housing and developed a numerical model with FDS.
Python (PyTorch, ROS2, Django)
AWS
C & MATLAB
React, SQL, Git, Docker
Automation & Robotics (TIA Portal, RobotStudio)
FPGAs (VHDL), ARM Assembly
PCB Design (Altium)
AutoCAD, SolidEdge
Photoshop, Lightroom
1st Place — IX Hackathon for Smart Industry (2024)
External Link2nd Place — X Hackathon for Smart Industry (2025)
External LinkBeca de Excelencia Comunidad de Madrid (4x)
External LinkSelected software architectures, control systems, and implementations developed during advanced graduate and undergraduate coursework.
Applied robotics project focusing on high-speed hardware control, sensor integration, and dynamic navigation logic.
A project of core AMR algorithms including localization, path planning, and autonomous navigation.
Design and deployment of intelligent automated logic for optimizing sequential workflows and digital processes.
Designed and trained a vision-based, end-to-end neural policy for autonomous FPV drone navigation via PPO, reaching 90.9% course completion in a GPU-parallel Isaac Lab simulation. The full paper is confidential, but I'm happy to talk through the details.
Universidad Pontificia Comillas ICAI | Madrid, Spain
Cornell University | Ithaca, NY, USA
Universidad Pontificia Comillas ICAI | Madrid, Spain