Jyant

About Jyant

As a dedicated and passionate Data Science professional, I am committed to leveraging my skills in statistical analysis, machine learning, and data visualization to uncover insights and drive impactful decisions. Currently pursuing my M.Tech. in Applied Mathematics and Scientific Computing at IIT Roorkee, I have a strong academic foundation complemented by practical experience in data science projects.My key areas of interest include Data Science, Big Data, Data Mining, Machine Learning, Deep Learning, Statistics and Probability, Natural Language Processing, Transformers, and Large Language Models. I have hands-on experience with tools and programming languages such as Python, SQL, Numpy, Pandas, Scikit-learn, TensorFlow, and PyTorch.Some of my notable projects include:Airline Exploratory Data Analysis: Conducted a comprehensive analysis of the British Airline Dataset, focusing on booking behavior, customer demographics, and flight preferences to provide strategic recommendations for operational efficiency and revenue optimization.Heart Disease Prediction using Machine Learning: Utilized various machine learning models, with XGBoost achieving a 96% accuracy, to predict heart disease, incorporating data balancing techniques to handle rare events.Contextual PDF Chatbot: Developed a chatbot using Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) for secure Q&A, enabling efficient similarity search and dynamic response generation based on PDF content.I have also achieved significant academic milestones, including qualifying the GATE Mathematics 2023 with AIR 671 and the CSIR NET(JRF) Mathematical Science 2023 with AIR 184.I am actively seeking opportunities in the data science domain where I can apply my knowledge and skills to real-world challenges, collaborate with talented professionals, and continue to grow in this dynamic field. Let\'s connect and explore how we can work together to harness the power of data.

Experience

1. Senior Software Engineer

   HCLTech

   Aug 2025 — Present · Noida, IN

Education

• Indian Institute of Technology, Roorkee

  Master of Technology - MTech, Applied Mathematics and scientific computing

• Kurukshetra University

  Graduate, Mathematics

• Kurukshetra University

  Master's degree, Mathematics