Robotics • Machine Learning • Perception • 6D Pose Estimation • Embedded & Systems Engineering
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- Embodied AI and vision-guided robotics
- 6D object pose estimation and perception pipelines
- Software engineering for Machine Learning systems (data → model → deployment)
- Reliable, reproducible ML pipelines (sim → real, research → production)
- Python / C++ engineering for robotics
- 3D generative AI for geometry reconstruction tasks
- Cloud Computing (AWS & Azure)
- DevOps / MLOps
- LLMs & NLP
- Isaac SIM
I value execution over appearances.
No matter the starting point, if there’s commitment to learn, there’s a way to get things done.
I focus on:
- Turning ideas into working systems
- Making results reproducible and easy to hand over
- Communicating progress clearly so teams stay aligned
Good engineering, to me, means that what I build doesn’t depend on me being there.

