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Chinmoy Debnath
@cvexpertchinmoy
Production Ready Computer Vision Systems With Real Time Deployment
Bangladesch
Englisch, Bengalisch, Deutsch
Über mich
I design and deploy real-time, end-to-end, enterprise-grade machine learning and computer vision systems that solve real-world problems. My work focuses on transforming raw data or live image/video streams into clear, data-driven insights that support businesses. With 98.6% mAP in helmet detection (the highest ever globally recognized), 92.1% mAP in vehicle classification, and 98.1% mAP in fire & smoke detection, I deliver accuracy that survives real-world conditions: variable lighting, occlusions, and edge deployment constraints.
Kompetenzen
Chinmoy Debnath
offline •
Meine Dienstleistungen
Computer Vision
I will build custom yolo computer vision solutions
Portfolio
Arbeitserfahrung
Social Media Marketing Manager
Upwork • Freiberufler
Jan 2023 - Present • 3 yrs 4 mos
Social Media Marketing Specialist
Fiverr • Freiberufler
Feb 2022 - Present • 4 yrs 3 mos
Machine Learning Intern
ATC Tech Ltd. • Vollzeit
Feb 2025 - Apr 2025 • 2 mos
I worked full-time as an intern at ATC Tech Ltd., focusing on the application of artificial intelligence (AI), machine learning (ML), and deep learning (DL) in the business management and real-world problem-solving field. There I'd developed a real-time traffic counting system using YOLOv12 architecture with 91.3% accuracy along with other tasks, including image processing, image classification, and object tracking.
