Dharmendra Kumar

About Dharmendra Kumar

I have always been interested in data, its development and how it could be used to improve the lives of those around us. In particular, I\'m interested in solving complex real world problems using MySQL algorithms in which a specific problem can be solved by utilizing mathematical models as well as probabilistic methods. My work focuses on applying machine learning techniques to find new solutions to solve big questions. My interests include sports, nature, technology, music and running. Currently, I am working on developing my own applications with various deep learning and ML techniques.

Experience

1. Data Scientist (Advance Ai & Analytics)

   PwC India

   Apr 2023 — Present · IN

   Worked in Utility to develop & deployment of complaints prediction application using XGB, NN, RF Developed the Defaulter predictions application and scheduled the apps in VertexAI, Big query with GCP Build Time series forecasting model for overdue, billing, collection usecase using Prophet, LSTM, Transformer Spearheaded sales prediction project, employing a diverse range of ML and DL algorithms, such as Prophet, CatBoost, Random Forest, ARIMA, HMM, to achieve highly accurate time series sales forecasts Leveraged Power BI, grafana for comprehensive data visualization & insights for business values, revenues Conducted web scraping for product information to optimized marketing strategies and increased revenue.

Education

• Indian Institute of Technology, Bombay

  Master of Technology - MTech, Geoinformatics Data Analytics

  2019 — 2021

• Jawahar Navodaya Vidyalaya - JNV

  High School Diploma

  2006 — 2013

• Rajasthan Technical University

  Bachelor of Technology - BTech, Electrical Engineering

  2014 — 2018