Candidate's About
I am a Data Scientist with over 7 years of experience in electronics control system software design, implementation, calibration, troubleshooting, and data modeling. I am proficient in MATLAB m-scripting and GUI development and have built and deployed multiple data models for predicting engine-related parameters.
Work & Experience
SSenior Data Scientist
Jan 22 - PRESENT
- Developed Uniplot-based graphical user interfaces (GUIs) and scripts to automate field and test cell data analysis using MATLAB.
- Created data models for engine health monitoring (EHM) using various machine-learning techniques in MATLAB.
- Predicted time between overhauls (TBO) and remaining useful life (RUL) of engine components using both test and field data.
SSenior Electronic Product Engineer
May 21 - Dec 21
- Created Matlab-based GUIs and scripts to analyze field data for patterns, faults, and software calibration capabilities.
- Monitored and presented capability data for over 35 On Board Diagnostic Errors using Matlab, Excel, Power BI, and AVL concerto.
- Wrote a white paper comparing Genetic algorithm, Regression, and ANN models for predicting Exhaust Gas Temperature.
CControls Engineer, Engine Calibration
Aug 17 - Apr 21
- Developed various regression models with high accuracy for virtual sensors to estimate engine and vehicle parameters using Matlab, Minitab, and Excel-based data solvers.
- Collected test data and pre-processed it using Matlab.
- Utilized different Artificial Neural Network (ANN) algorithms to estimate Engine out NOx values and compared their performance.
EElectronics Controls Engineer, Engine Software Development
Jul 15 - Jul 17
- Developed models for control systems of power generation, on-highway, and off-highway applications for mid-range diesel engines.
- Implemented software algorithms in Simulink using model-based development practices and knowledge of data structures.
- Used Simulink models to generate code for about 30 performance features, including fuel economy, drivability, driver assistance, ...
Read More PProject Intern
Aug 13 - Jun 14
- Developed portable device drivers for 8-bit microcontrollers using Simulink and Java
- Implemented power window application with various plug-and-play modules
Education
BMASTER OF TECHNOLOGY
BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE2016 - 2018
CBACHELOR OF ENGINEERING (Electronics and Telecommunication)
CUMMINS COLLEGE OF ENGINEERING FOR WOMEN2011 - 2014
Achievements
- Member, Society of Women Engineers (since 2018)
- Organizer, Women in Data Science, A Stanford initiative in 2022 (Pune)
- Contributed to education-related projects with Seva Sahayog Foundation
- Won Mastermind Challenge – Engineering Quiz held across all engineering BUs in India within
Cummins.
- Advisor, Department Advisory Board (2019-2022) – Cummins College of Engineering for Women, Pune