Jai Doshi
Weingarten
Summary
Mechatronics Engineer with hands-on experience in deploying YOLO-based models, sensor fusion pipelines, and computer vision systems for autonomous robotics, ADAS, and machine learning applications. Skilled in Python, OpenCV, TensorFlow, PyTorch, and CUDA with proven ability to optimize workflows, integrate multi-sensor systems, and deliver high-performance AI-driven solutions.
Overview
1
1
year of professional experience
Work History
Associate Software Engineer
Sheet Shapers Pvt. Ltd. (Automotive)
07.2022 - 06.2023
- Enhanced ADAS accuracy by 28% by deploying YOLO-based ML models for real-time vehicle detection and distance estimation.
- Designed a sensor fusion pipeline with LiDAR, RADAR, and camera using Kalman filters, improving tracking reliability by 20%.
- Optimized image processing workflows with OpenCV & TensorFlow, reducing latency by 30%.
- Contributed to Agile development and documentation for autonomous vehicle solutions.
Education
M.Sc. - Mechatronics
FH Ravensburg Weingarten University of Applied Sciences
Weingarten08.2026
Bachelor of Science - Mechanical Engineering
Marathwada Institute of Technology
Aurangabad, India07.2022
High School Diploma - Mechanical Engineering
Marathwada Institute of Technology
Aurangabad, India07.2019
Skills
- Programming: Python, C/C, MATLAB, ROS/ROS2
- Tools: Visual Studio, PyCharm, Linux, Power BI, YOLO, Git, MS Office, CARLA, Docker, Jupyter Notebook, Raspberry Pi
- Frameworks: NumPy, TensorFlow, PyTorch, OpenCV, CUDA, scikit-learn, Pandas, Matplotlib, Seaborn, Kubernetes
- Domains: Machine Learning, Deep Learning, Object Detection, Image Processing, Sensor Fusion, Generative AI, ADAS, Computer Vision, Robotics, Optimization, Cloud Technology, Data Visualization
- Soft Skills: Team Collaboration, Strategic Planning, Communication, Agile Methodologies, LaTeX
Languages
English — C1 (Expert)
German — B1 (Intermediate)
Timeline
Associate Software Engineer
Sheet Shapers Pvt. Ltd. (Automotive)
07.2022 - 06.2023
M.Sc. - Mechatronics
FH Ravensburg Weingarten University of Applied Sciences
Bachelor of Science - Mechanical Engineering
Marathwada Institute of Technology
High School Diploma - Mechanical Engineering
Marathwada Institute of Technology
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