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Kashyap Khunt

Master’s Thesis - Synthetic Data Generation for Quality Inspection

Kashyap Khunt
Nuremberg, Germany

Experience

Feb 2025 - Present
1 year 1 month
Erlangen, Germany

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.
Nov 2024 - Jan 2025
3 months
Erlangen, Germany

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.
May 2024 - Oct 2024
6 months
Erlangen, Germany

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

English
Native
German
Intermediate

Education

Oct 2022 - Sep 2025

Hochschule Schmalkalden

Master of Engineering, Mechatronics and Robotics · Mechatronics and Robotics · Schmalkalden, Germany · 2.5

Jun 2017 - Jun 2021

Gujarat Technological University

Bachelor of Engineering, Mechatronics · Mechatronics · Ahmedabad, India · 2.0

Profile

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Kashyap based?

Kashyap is based in Nuremberg, Germany.

What languages does Kashyap speak?

Kashyap speaks the following languages: English (Native), German (Intermediate).

How many years of experience does Kashyap have?

Kashyap has at least 1 year of experience. During this time, Kashyap has worked in at least 3 different roles and for 1 company. The average length of individual experience is 7 months. Note that Kashyap may not have shared all experience and actually has more experience.

What roles would Kashyap be best suited for?

Based on recent experience, Kashyap would be well-suited for roles such as: Master’s Thesis - Synthetic Data Generation for Quality Inspection, Working Student - Humanoid Robotics & Vision AI, Internship - Robotics & AI.

What is Kashyap's latest experience?

Kashyap's most recent position is Master’s Thesis - Synthetic Data Generation for Quality Inspection at Schaeffler Technologies AG.

What companies has Kashyap worked for in recent years?

In recent years, Kashyap has worked for Schaeffler Technologies AG.

Which industries is Kashyap most experienced in?

Kashyap is most experienced in industries like Automotive and Manufacturing.

Which business areas is Kashyap most experienced in?

Kashyap is most experienced in business areas like Research and Development (R&D), Quality Assurance (QA), and Product Development.

What is Kashyap's education?

Kashyap holds a Master in Mechatronics and Robotics from Hochschule Schmalkalden and a Bachelor in Mechatronics from Gujarat Technological University.

What is the availability of Kashyap?

Kashyap is immediately available for suitable projects.

What is the rate of Kashyap?

Kashyap's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Kashyap?

To hire Kashyap, click the Meet button on the profile to request a meeting and discuss your project needs.

Average rates for similar positions

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Market avg: 730-890 €
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.