Tanvi Kanase

Developed real-time Computer Vision and Deep Learning solutions using YOLOv8 and OpenCV for object detection, image classification, vehicle tracking, rider behavior analysis, human activity recognition, and safety compliance monitoring. Built and optimized end-to-end Machine Learning pipelines including dataset collection and annotation, image preprocessing, data augmentation, YOLOv8 model training, validation, and performance evaluation, achieving up to 90% detection accuracy. Implemented object tracking, path plotting, and real-time video analytics to analyze vehicle movement and human activity from live video streams.

AI/ML Intern – Computer Vision & Deep Learning at Konnet Vian Pvt. Ltd. (Rosemerta Technologies Ltd.) (2025-08 – 2026-07)

• Developed real-time Computer Vision and Deep Learning solutions using YOLOv8 and OpenCV for object detection, image classification, vehicle tracking, rider behavior analysis, human activity recognition, and safety compliance monitoring.
• Built and optimized end-to-end Machine Learning pipelines including dataset collection and annotation, image preprocessing, data augmentation, YOLOv8 model training, validation, and performance evaluation, achieving up to 90% detection accuracy.
• Implemented object tracking, path plotting, and real-time video analytics to analyze vehicle movement and human activity from live video streams.
• Worked across the complete AI model development lifecycle, including data preparation, model experimentation, inference, testing, and deployment for real-world Computer Vision applications.

Web Development Intern at 3 Star IT Solutions and Softwares (2022-06 – 2022-07)

• Developed responsive and user-friendly frontend interfaces using HTML, CSS, JavaScript, and Bootstrap, focusing on clean UI design and cross-device compatibility.
• Collaborated on web application development and gained hands-on experience in frontend implementation, debugging, and UI improvements.

B.Tech in Artificial Intelligence and Machine Learning – D. Y. Patil Agriculture and Technical University, Talsande (2023-06 – 2026-07)

Diploma in Computer Science and Engineering – Abhaysinhraje Bhosale Institute of Technology Polytechnic (2020-06 – 2023-05)