Ashutosh Kumar

About Ashutosh Kumar

I\'m a passionate and forward-thinking Post-Graduate Data Science student at IIT Roorkee, with a strong foundation in the field of data science and a focus on AI/ML and computer vision. My journey through data science has been a dynamic exploration of predictive modeling, risk assessment, and decision support. One of my key projects involved utilizing logistic regression to predict bank defaults, an essential step towards assessing and mitigating financial risks in the banking sector. I firmly believe that data-driven insights can drive change, and my work in this project reflects that commitment.In addition to financial analysis, I\'ve ventured into environmental data analysis. My self-initiated project applied VAR modeling to predict air quality, reinforcing informed environmental decision-making. I\'m also deeply interested in computer vision tasks. In one project, I trained a Vision Transformer for German traffic sign recognition, leveraging attention maps to enhance performance. In another, I tackled American Sign Language recognition using CNN (VGG19) transfer learning and Grad-CAMs implementation. Through these projects, I\'ve not only honed my technical skills but also developed a passion for solving real-world problems. I\'m excited to continue this journey, contributing my data science and computer vision expertise to create innovative solutions that make a difference. Let\'s connect and explore the limitless possibilities of data science together.

Experience

1. Junior Ai Ml Engineer

   Comonics Technology

   Jun 2024 — Present · Ahmedabad, IN

Education

• NIT Uttarakhand

  Bachelor of Technology - BTech

  2015 — 2019

• Indian Institute of Technology, Roorkee

  Postgraduate Degree

  2022 — 2024