Shreyankar Roy

As an enthusiastic student with a passion for Artificial Intelligence, Machine Learning, and Data Science, I am dedicated to exploring and leveraging cutting-edge technologies to solve real-world problems. My academic journey has equipped me with a solid foundation in data analysis, statistical modeling, and algorithm development.I thrive in dynamic and collaborative environments where I can apply my skills to Innovate and drive meaningful impact. Currently, I am actively involved in various projects (ex-Spam Detection (ML models, Machine Failure Prediction, Credit card fraud detection, sales price prediction that allow me to enhance my practical experience and stay updated with industry trends. I am eager to connect with professionals and like-minded individuals to share knowledge, gain insights, and explore opportunities in the fields of Al, ML, and Data Science.

• Certified Externsclub,( Machine Learning Trainning) 12/01/23 - 01/31/24
• VBYLD Roundtable-Siliguri, Mera Yuva Bharat - MY Bharat
• Youth Rejuvenation and National Integration Camp, NATIONAL YOUTH PROJECT ODISHA, 10/25/25 - 10/27/25
• Art of Giving Conference, KIIT University,AOG, 10/19/25

Selection of National Youth ICON, Ministry of Youth Affairs and Sports

• Dog vs cat Image classifier (Deep learning), 03/2025 - 03/2025, Using deep learning and transfer learning, this model classifies images of cats and dogs with high accuracy. It leverages MobileNetV2, a powerful pretrained model, to extract deep features and fine-tune predictions for unseen images.
• Machine Failure Prediction, 10/2024 - 10/2024, This dataset contains sensor data collected from various machines, with the aim of predicting machine failures in advance. It includes a variety of sensor readings as well as the recorded machine failures.
• Spam Detection, 01/2024 - 01/2024, The notebook is centered around the SMS Spam Classification project. The project aims to classify SMS messages as either SPAM or NOT SPAM.
• Credit Card fraud Detection, This project addresses the growing problem of credit card fraud in digital transactions, focusing on developing an efficient fraud detection system to minimize financial losses.
• RAG Agent
• Weather Agent
• Scheduling Agent
• Email Agent
• Newspaper letter Agent

• MY Bharat Volunteer, MY Bharat, 03/2025 - Present, Contributed to several national and community-driven initiatives promoting youth leadership and nation-building.
• NSS Volunteer, National Service Scheme (NSS), Participated in various community service initiatives.

• English
• Hindi
• Bengali, Native
• English, Intermediate
• Hindi, Advanced