Rima Roy is a Developer at Tata Consultancy Services with a Master's in Computer Application from Jadavpur University. She has experience in Generative AI, Machine Learning, and Natural Language Processing, including a publication in ACM FIRE. Rima is a 3-star coder on LeetCode and has developed full-featured AI products and computer vision models for AgriTech and Healthcare.
Experience
Developer at AI.CLOUD (Data Science Team)
Tata Consultancy Services (TCS)
Developed a GenAI Training Platform for 150K employees. Used NLTK for data preprocessing, T5 based paraphraser for data generation, and built BERT & T5 based models for domain-specific classification and summarization. Developed frontend using Next.js and backend APIs using Flask. Built object detection YOLO V5 models for detecting diseases in plants and fractures from x-ray images, achieving 78% and 94% Mean average precision respectively.
Education
Jadavpur University
Master Of Computer Application
Computer Application
Coursework: Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Data Structures & Algorithms, Object Oriented Programming, Database Management System.
Vidyasagar College, University of Calcutta
Bachelor Of Science
Mathematics (Hons.)
Coursework: Probability, Statistics, Linear Algebra, Calculus, Optimization. College Rank-1.
Licenses & Certifications
TCS Ascend certification for Machine Learning
TCS
Artificial Intelligence Foundations: Machine Learning
LinkedIn Learning
TCS Ascend certification for basic NLP Course
TCS
Transformers Text Classification for NLP using BERT
LinkedIn Learning
TensorFlow: Working with NLP
LinkedIn Learning
Generative Al: Working with Large Language Models
LinkedIn Learning
ChatGPT Prompt Engineering for Developers
deeplearning.ai
Generative AI with E0 competency
TCS