BIPLAB BAG
Kolkata
Summary
Innovative computer vision and machine learning practitioner with experience in developing quality inspection systems and vision counting solutions. Combines analytical expertise with ongoing learning to tackle real-world challenges and drive project success.
Overview
2
2
years of professional experience
Work History
Associate Software Engineer
Intelgic Technology
08.2024 - Current
- Developed AI-based solution, enhancing quality inspection system in manufacturing sector.
- Engineered vision-based counting system for manufacturing applications.
- Significantly improved accuracy, reducing false positives.
- Utilized CUDA to synchronize real-time processing with production line speed.
- Integrated area-scan and line-scan cameras based on specific requirements.
- Created vision-based system to monitor driver activity, ensuring safety compliance.
- Communicated directly with clients to gather and analyze project requirements.
- Managed multiple projects simultaneously and ensured on-time delivery.
- Designed and delivered customized solutions based on client specifications.
Robot Software Engineer
Automotive Robotics India Pvt. Ltd.
09.2023 - Current
- Developed deep learning model (POC) for assembly inspection of final products.
- Applied YOLO to enhance pallet detection capabilities.
- Annotated pallet images to improve detection accuracy for final products.
- Determined relative position of pallets through computer vision techniques.
- Calculated object distances using RGB images.
- Realized 600,000 cost reduction by optimizing existing solutions.
Education
M.Tech - Mechatronics
Indian Institute of Engineering Science And Technology
Shibpur05.2023
B.Tech - Electrical Engineering
Jalpaiguri Government Engineering College
05.2021
Skills
- Python
- Machine Learning
- Deep Learning
- Computer Vision
- Image Processing
- Numpy
- Pytorch
- OpenCV
Personal Projetcs
- Automatic Number Plate Recognition, Helmet detection, and reporting system.
POC
- Personal Protective Equipment monitoring and alarm system development.
- Sensor-based dimension measurement and surface defect detection for aleading steel plant.
Timeline
Associate Software Engineer
Intelgic Technology
08.2024 - Current
Robot Software Engineer
Automotive Robotics India Pvt. Ltd.
09.2023 - Current
M.Tech - Mechatronics
Indian Institute of Engineering Science And Technology
B.Tech - Electrical Engineering
Jalpaiguri Government Engineering College