Sriram Sivakumar

Looking to apply my statistical, analytical and machine learning skills in the field of data science

CUMMINS Inc., Columbus, Indiana, USA June 2017 – November 2019

1. System Performance Engineer, Aftertreatment Integration

• Collaborated with global program leads and stakeholders to determine system-level issues in product development
• Performed design failure mode and effect analysis (DFMEA) to evaluate failure modes and effects of products
• Investigated system software parameters and Simulink system models to determine product improvements
• Conducted model-based simulations and regression analysis on Matlab to enhance product component performance
• Conducted fuel economy simulations and calculations to optimise fuel dosing calibration for system performance
• Created programming scripts to automate data analysis of emission system behaviour on customer field vehicles
• Designed and performed Engine-Emission system tests in dynamometer test cells and vehicles to collect data
• Interfaced frequently with customers and stakeholders to evaluate system-level data on customer field vehicles
• Presented design reviews on product performance on customer duty cycles to approve systems for final production
• Documented pitfalls and mitigation strategies to improve software system models for future development

1. Cummins Emissions Solutions, Research and Technology, Emissions Development Intern

• Benchmarked engine exhaust systems on market using thermal and emissions data and MATLAB
• Engineered and designed emission system packaging for testing, by working with suppliers and stakeholders
• Managed, operated and troubleshot a Control Volume Sampling engine dynamometer test cell for research testing
• Conducted performance tests on engine exhaust catalysts to meet European Stage V emission regulations

1. Advanced Product Development, Development Engineering Intern

• Benchmarked and studied existing engine exhaust systems on market using acoustic and after-treatment data
• Administered and coordinated uniformity and deposit tests to benchmark emission systems against competitors
• Conducted exhaust system teardowns, cost evaluations and analysis of CAE results to evaluate internal components
• Collaborated with product development and simulation engineers to interpret test data and improve emission systems

EDUCATION

UNIVERSITY OF MICHIGAN, Ann Arbor, Michigan, USA

BS in Engineering, Mechanical Engineering GPA: 3.70/4.00 (Equivalent to UK1st Class)

Focuses: Advanced Internal Combustion Engines, Thermo-Fluids, Automotive Technology

Graduated: May 2017

UNIVERSITY COLLEGE LONDON, London, UK

MSc Data Science (Department of Statistical Science) Grade: Merit

Course Start Date: September 2020

Graduated: December 2022