Akshat Bhat
ML Engineer Intern @ Kohler Co. || CS Grad @ UIUC || Ex-Software Engineer @ UBS
- Role
- Ml Engineer Intern at Kohler Co.
- Location
- Champaign, IL, US
- LinkedIn followers
- 500 followers
Experience
Ml Engineer Intern
Jun 2025 — Present · Champaign, IL, US
Part of the Automated Vision Inspection Team Spearheaded the development of a high-performance automated vision inspection system using YOLO11 for real-time defect detection, attaining 93% mean average precision (mAP) and 86% recall Increased defect dataset size by 80% via advanced data augmentation and synthetic image generation using OpenCV and fine-tuned Stable Diffusion Inpainting (LoRA) with custom text prompts in PyTorch
Education
CNM School - India
Grade 10 ICSE
2003 — 2016
PACE Junior Science College, Andheri
Grade 12 HSC, Science
2016 — 2018
Bhartiya Vidya Bhavans Sardar Patel Institute of Technology Munshi Nagar Andheri Mumbai
Bachelor of Technology - BTech, Computer Engineering
University of Illinois Urbana-Champaign
Master's degree, Computer Science
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