Work Experience
IDFC FIRST Bank, Mumbai
Data Analyst (Jul ‘25 - Present)
Associate Data Analyst (Jul ‘23 - Jun ‘25)
Developed ML models and analytical strategies for solving business problems (Collection Analytics) at the bank HQs in the financial capital with regular interactions with stakeholders and presentations to the Executive Director.
Tools: AWS (S3, EMR, SageMaker, CloudWatch), PySpark, Python, Jupyter, Airflow, Cloudera (CML, Hue, HDFS, Hive), Spyder, SAS, SQL, Bitbucket, Dremio, Excel, Powerpoint
Models: XGBoost, Random Forest, Decision Tree, Logistic Regression, LSTM
Research Assistant @ C-MInDS, IIT Bombay
Duration: May ‘22 - Jun ‘23
Lab: Solidification and CoDeS (Computational and Data-enabled Simulations)
Took the initiative to perform novel interdisciplinary AI research specifically in the field of Physics-Informed Neural Networks (PINNs) for solving complex problems by developing data-driven models incorporating process information
Impact: Developed an improved methodology for solving moving boundary systems such as the binary alloy solidfication problem not solvable via conventional PINN approaches. Pre-print research article available on arXiv.
Internships
AI/ML Project Assistant @ Godrej & Boyce
Duration: May ‘22 - Jul ‘22
Motivation: Working on real industry-level AI R&D project!
Summer Research Intern @ University of Tokyo
Duration: Jun ‘21 - Jul ‘21
Motivation: Performing research and data analysis in an international univ environment!
Machine Learning Research Internship @ Coulomb AI
Duration: July ‘20 - Aug ‘20
Motivation: Get some practical experience of ML in tech domain!
Technology Scouting Internship @ AIRBUS
Duration: July ‘20 - Aug ‘20
Motivation: Contribute to technology development for aerospace to achieve net-zero goals!
Teaching/Mentoring/Volunteering
- Soft Skills Mentoring (2024), Lend-A-Shoulder Volunteering Program, IDFC FIRST Bank x Anudip Foundation
- Teaching Assitant (2023), Mathematics Department at IITB, Course: Differential Equations
- Mentor (2022), Seasons of Code at Web n Coding Club IITB, Project: CNN-Based Stock Market Prediction
- Mentor (2022), Summer of Science at Maths n Physics Club IITB, Topic: Data Science
- Volunteer (2018-19), Sustainable Social Development at National Service Scheme IITB
Others
Editor @ IIT Tech Ambit
Duration: Jan ‘21 - Dec ‘21
Motivation: To write and share stories on science, tech and business!
International Linkage Degree Program @ Hiroshima Univ
Duration: Dec ‘20
Motivation: Get exposure to research and technologies for attaining SDGs!
Summer of Science @ Maths & Physics Club IITB
Duration: Apr ‘20 - May ‘20
Motivation: Study the fascinating 2D Materials and make lockdown productive!
Senior Design Engineer (Dynamics) @ Hyperloop IITB
Duration: Feb ‘20 - Jan ‘21
Motivation: Explore future mobility technology and compete internationally!
Events Coordinator @ Entrepreneurship & Business Club
Duration: Apr ‘19 - Feb ‘20
Motivation: Promote and encourage entrepreneurship among the masses!
In-Semester Undergraduate Research Program @ IITB
Duration: Sep ‘19 - Jan ‘20
Motivation: Dive into magnetic materials that help improve energy efficiency!
Seasons of Code @ Web & Coding Club IITB
Duration: May ‘19 - June ‘19
Motivation: Get some hands-on experience in coding & web development!
Junior Design Engineer (Materials) @ Team Shunya IITB
Duration: Feb ‘19 - Jan ‘20
Motivation: Contribute towards sustainability and get tech team experience!