Kashyap Khunt
Master’s Thesis - Synthetic Data Generation for Quality Inspection
Experience
Master’s Thesis - Synthetic Data Generation for Quality Inspection
Schaeffler Technologies AG
- Developed a synthetic data generation framework using 3D simulation (NVIDIA Omniverse) and Generative AI (Stable Diffusion) to model and augment industrial surface defects.
- Trained and evaluated Computer Vision models (YOLO, DETR), achieving 94% detection accuracy on real-world samples and demonstrating successful simulation-to-reality transfer.
- Applied domain adaptation to improve simulation-to-reality transfer, enabling scalable Industrial AI for automated quality inspection and reducing manufacturing downtime.
Working Student - Humanoid Robotics & Vision AI
Schaeffler Technologies AG
- Identified and designed 3 strategic shopfloor use cases for the Unitree G1 humanoid robot, focusing on material handling and assistive automation.
- Integrated GPT-4o Vision via OpenAI API to enable real-time scene understanding and visual reasoning.
- Proactively supported the evaluation of new technologies by prototyping an immersive teleoperation system linking the Apple Vision Pro with Unitree G1 humanoid robot for XR control.
Internship - Robotics & AI
Schaeffler Technologies AG
- Developed and industrialized two end-to-end AI-based visual inspection systems using a UR cobot enabling automated defect detection for critical industrial components.
- Fine-tuned large vision models (Florence 2, Pali Gemma) and benchmarked 3D object detection models (PointPillars) to enhance detection accuracy on complex geometries.
- Designed and fabricated modular, 3D-printed test rigs integrating mechanical and electronic components for rapid prototyping and system validation.
Skills
Programming Languages- Python, C++
Simulation & Robotics- Nvidia Omniverse
Ai & Computer Vision - Pytorch, Detr, Isaac Sim / Isaac Lab, Ros Natural Language Processing (Nlp).
3d & Cad Tools- Solidworks, Openusd
Genai – Fine-tuning Vlms / Llms, Openai Api, Langchain, Llama Index, Prompt Superbase Engineering
No-code / Automation- N8n, Lovable
Effective Communicator
Analytical Thinking
Structured And Independent Work.
Attention To Detail
Result Oriented
Continuous Learning
Team Player
Creative Problem Solving
Languages
Education
Hochschule Schmalkalden
Master of Engineering, Mechatronics and Robotics · Mechatronics and Robotics · Schmalkalden, Germany · 2.5
Gujarat Technological University
Bachelor of Engineering, Mechatronics · Mechatronics · Ahmedabad, India · 2.0
Profile
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