ABHISHEK SHARMA
@abhisheksharma1351
Data Scientist at DENSO HARYANA PVT LTD
Gurgaon/Gurugram
Abhishek is a Data Scientist with a total of 6 years of professional experience. He has 3 years of focused expertise in applying advanced analytics and machine learning techniques to extract actionable insights from complex datasets. His skills encompass deep learning, NLP, time series forecasting, and predictive modeling, enabling him to drive operational efficiency and optimize resource utilization.
Experience
Data scientist
DENSO HARYANA PVT LTD
Project 1: Component Guardian: Harnessing Predictive Analytics for Early Detection of Failures. Responsibilities included gathering historical data from SQL Database, performing EDA, data preprocessing (handling missing values, outliers), and feature engineering. Key tasks involved dimension reduction (150 to 120 features) and model building/deployment using Logistic Regression, KNN, SVC, Decision Tree, Random Forest, and Gradient Boosting. Performance was enhanced via RandomSearch CV and sampling techniques. Project 2: Precision in Production: Forecasting Volume with Data-Driven Insights. Tasks included gathering production data, cleaning data, and selecting time series models (ARIMA, Prophet). Validation used MAE, MSE, or RMSE. Provided actionable recommendations for optimizing production planning and resource allocation. Achievements included quantifying improvements like reduced stockouts and optimized resource utilization.
Education
University of petroleum & energy studies
B.Tech
Mechatronics
B.L. Central Public School Shamti Solan
XII
St. Mary’s Convent High School Kasauli
X
Licenses & Certifications
Machine Learning with Python
IBM