Data Science Manager

• May 2022 - Present

Data Scientist

• Jun 2022 - Aug 2022

In continuation from the Silicon Valley Chapter, working with a team implementing AI for Climate Change to Mitigate Greenhouse Gases Emissions by reducing the energy consumption of buildings In continuation from the Silicon Valley Chapter, working with a team implementing AI for Climate Change to Mitigate Greenhouse Gases Emissions by reducing the energy consumption of buildings

Lead Data Scientist

• Jan 2022 - May 2022

> Leading and Mentoring Teams on Machine Learning project for early detection of Sepsis > Using SMOTE for handling class imbalance in data > Using techniques like MICE, forward and backward fill, KNN etc for handling missing value imputations in data > Evaluating various models like Random Forest, XGBoost using AUCROC as the evaluation metric > Using Tableau and Python for Data Visualization and Exploratory Data Analysis > Leading and Mentoring Teams on Machine Learning project for early detection of Sepsis > Using SMOTE for handling class imbalance in data > Using techniques like MICE, forward and backward fill, KNN etc for handling missing value imputations in data > Evaluating various models like Random Forest, XGBoost using AUCROC as the evaluation metric > Using Tableau and Python for Data Visualization and Exploratory Data Analysis

Global Technical Project Lead

• Jan 2017 - May 2022

> Building pipelines for collecting the unstructured data and converting them to a structured format using Python> Using Feature Engineering and Machine Learning models to analyze data and develop understanding of Market Share> Performing clustering analysis and data visualization with Python and Tableau to generate valuable insights regarding failure modes of the Diagnostic Tool> Managing and Supporting Diagnostic Tool activities to help dealers reduce machine downtime> Developed and support diagnostic content for engines based on UDS protocols Show less

Project Manager, Consoles

• Aug 2010 - Dec 2016

> Managed projects using Agile SCRUM methodology for development, testing, and developing project plans. > Prepared and maintained 5-year project timelines, financial plans, and product backlogs for all projects> Ensured effective switchover of the old HW products impending EoL, to new HW, avoiding supply gaps, and 95% consumption of old HW.> Coordinated and communicated with product management, development and testing teams, as well as internal and external stake holders using Agile processes Show less

Data Scientist

• Jan 2022 - Apr 2022

Phase-II > Leading and Managing a team of International Data Science collaborators for MIT Critical Data project > Currently analyzing and preprocessing various datasets related to COVID to determine impact of climate change on COVID Phase-I > Worked on Regression Models and tuned them to reduce RMSE for the Site EUI target variable using various Machine Learning Models like XGBoost, Catboost, KNN Regressor etc > Handled missing values in data using Linear Regression, KNN Imputer, and Datawig > Used One Hot Encoding and Label Encoding techniques to work with categorical values and converting them to numerical values for feeding into Machine Learning models > Coordinated with Data Science collaborators across the globe Show less

Systems Engineer

• Jan 2010 - Aug 2010

Aeronautical Engineer

• 2008 - 2009