Summary
Overview
Work History
Education
Skills
Research
Languages
Publications
Extracurricular Activities
Timeline
Generic

Debjit Majumder

Data Scientist
Rupnarayanpur,WB

Summary

Equipped with strong problem-solving abilities, willingness to learn, and excellent communication skills. Poised to contribute to team success and achieve positive results. Ready to tackle new challenges and advance organizational objectives with dedication and enthusiasm.

Overview

2
2
years of professional experience

Work History

Intern - Data Scientist,ML

CARIAD, Volkswagen Group
11.2023 - 04.2024

Developed probabilistic models for automatic test case detection from ADAS time series data, applied clustering techniques to identify driver behavior patterns, and used SATLITE tool for aLDW intervention data analysis.

Research Scientist

Universität Der Bundeswehr München
03.2023 - 10.2023

Developed and evaluated a variational U-Net deep learning model for forest fire detection and segmentation using Sentinel 1/2 RGB images, improving evaluation metrics. Conducted comparative analysis of U-Net variations for active fire and burned area detection, applying normalization filters and data augmentation.

Business Development Executive

Saint Gobain India Pvt. Ltd., India
07.2019 - 05.2020

Client and stakeholder management, Market Analysis and Trends, New business development.

Education

M. Sc. - Civil Engineering - Computational Science, Machine Learning

Technical University of Munich
Munich, Bavaria
06.2024

Civil Engineering, DBMS (minor)

Indian Institute of Engineering Science & Technology
Shibpur, West Bengal
04.2001 -

Skills

Mathematics

Research

  • Developed deep learning models with custom loss functions to analyze high and low frequency behavior in time series data, using Navier Stokes Partial Differential Equation-generated data for improved pattern recognition.
  • Phase field modeling of fractures using Physics Informed Neural Networks (PINN) : A Deep Learning framework designed for learning a crack and predicting its propagation using PINN and Elastic Energy Differential Equation as cost function.

Languages

English
German (A Level)
Bengali
Hindi

Publications

  • CARD Predictive Modeling and SEI Formulation:COVID-19 Statistics in India (Journal of The Institution of Engineers (India): Series B, 102(6), pp.1167-1176).
  • A Systematic Review of Predictive Models on COVID19 with a Special Focus on CARD Modeling with SEI Formulation—An Indian Scenario
    (Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data, pp.25-45.)
  • Emergence of AR and AI in Educational Institutions: A COVID- System Transition IEEE Technology Policy and Ethics, June 2021

Extracurricular Activities

Captain of IIEST university cricket team, Vice-Captain of IIEST University basketball team, Represented IIEST university football team, Part time guitarist

Timeline

Intern - Data Scientist,ML

CARIAD, Volkswagen Group
11.2023 - 04.2024

Research Scientist

Universität Der Bundeswehr München
03.2023 - 10.2023

Business Development Executive

Saint Gobain India Pvt. Ltd., India
07.2019 - 05.2020

Civil Engineering, DBMS (minor)

Indian Institute of Engineering Science & Technology
04.2001 -

M. Sc. - Civil Engineering - Computational Science, Machine Learning

Technical University of Munich
Debjit MajumderData Scientist