Welcome to my personal space!
I’m a machine learning engineer from Romania, and co-founder at TeesyTek, where we develop robots for golf. Concurrently, I am finishing my Master’s degree at ETH Zürich, where I am tackling the task of video compression through reinforcement learning as part of the Computer Graphics Laboratory, in collaboration with Disney Research. Previously, I’ve made strides in probabilistic motion planning within robotics, as part of the Statistical Machine Learning Group at UCL.
My passion for technology is matched by my enthusiasm for meaningful conversation on a range of topics. I’m open to collaborative ventures or discussions on new opportunities. Feel free to reach out!
- Robotics
- Machine Learning
- Computer Vision
- Optimization for Embedded Systems
MSc in Computer Science, 2024
ETH Zürich
BASc Liberal Arts, 2021
University College London (UCL)
Experience
Responsible for the development, testing and release of all functionalities of Golf-e
- Research and develop high throughput, robust computer vision solutions that achieve 95% accuracy under time constraints (<2s execution)
- Build high-performance, memory efficient, concurrent systems for Rockchip 3588 SoC
- Architect and deploy machine learning models on the cloud for scalable and reliable performance
Skills: Python, Computer Vision, Optimization, Robotics, AWS, SageMaker, Serverless
Responsible for the development, testing and release of all functionalities of Golf-e
- Derived first sample complexity results for inverse reinforcement learning algorithms operating on continuous state-action spaces
- Employed Gaussian Processes to drive optimistic exploration under generative model of environment, which enabled tight error bounds on the recovered reward
Skills: Python, Reinforcement Learning, Machine Learning