Tarun Kapoor
@tarunkapoor
Data Scientist
Meerut, Uttar Pradesh
Certified ML Engineer proficient in traditional Machine Learning and Deep Learning algorithms. Tarun has experience as a Data Scientist at Nema AI, where he developed CNN/LSTM models and utilized OpenCV/Mediapipe for user tracking. He is skilled in Python, TensorFlow, and has foundational knowledge in cloud computing using AWS and Azure.
Experience
Data Scientist
Nema AI
Collaborated with the Data Science team to develop a combination of CNN 1-D and LSTM using TensorFlow and Keras that predicts Stress, Relaxation, Focus, Interest, Engagement, and Excitement. Iterated over the dataset with different algorithms and hyperparameters to achieve an accuracy of 91% and a Mean Absolute Error of 0.0516. Developed different pipelines for training, inference and transfer learning. Developed a model using OpenCV and Mediapipe that tracks the user's eye and takes screenshots of that particular region on the user's screen. Collaborated with UI team for integration of backend processes of various tasks.
Education
University of Petroleum and Energy Studies
B-Tech
Computer Science
Licenses & Certifications
Machine Learning Specialization
Coursera
Python for Data Science and Machine Learning
Udemy
Practical MLOps for Data Scientists & DevOps Engineers (AWS)
Udemy
AZ-900 Microsoft Azure Fundamentals in a Weekend
Udemy
AI-900: Microsoft Azure Fundamentals in a Weekend
Udemy