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NEHA SHAAH

Senior Data Scientist

  • Pune, MH
  • 8 years

Available From: Available

    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

    R

    Senior Data Scientist

    ROLLS ROYCE POWER SYSTEMS AG
    Jan 22 - PRESENT

    Technology

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      Machine Learning
    • 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.
    C

    Senior Electronic Product Engineer

    CUMMINS TECHNICAL CENTER
    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.
    C

    Controls Engineer, Engine Calibration

    CUMMINS TECHNICAL CENTER
    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.
    C

    Electronics Controls Engineer, Engine Software Development

    CUMMINS TECHNICAL CENTER
    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, ...
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    C

    Project Intern

    CUMMINS TECHNICAL CENTER
    Aug 13 - Jun 14

    Technology

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      Java
    • Developed portable device drivers for 8-bit microcontrollers using Simulink and Java
    • Implemented power window application with various plug-and-play modules

    Education

    B

    MASTER OF TECHNOLOGY

    BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE
    2016 - 2018
    C

    BACHELOR OF ENGINEERING (Electronics and Telecommunication)

    CUMMINS COLLEGE OF ENGINEERING FOR WOMEN
    2011 - 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