Git
Amit Kumar
Digital Transformation Lead
Leamington Spa
Summary
Data analytics professional with 13 years of global experience in data analysis, data infrastructure setup and data science tools implementation for automotive domain. Proficient with python programming, SQL, tableau, Machine learning, AI and Deep Learning concepts. Skilled with data interpretation, prediction, visualization and communication skill.
Overview
13
13
years of professional experience
5
5
years of post-secondary education
3
3
Languages
Work History
Digital Transformation Lead
Jaguar Land Rover UK
06.2023 - Current
- Initiation of transformational processes by implementing innovative strategies and digital solutions.
- Streamlined Engineering operations by analyzing inefficiencies, restructuring processes, and leveraging technology tools.
- Led cross-functional teams for successful change management and streamlined operations.
- Launched tools for prototype planning, testing, validation and synchronization of engineering services.
Senior Technical Lead
Mercedes Benz Research and Development India
12.2017 - 04.2023
- Leading a team of 5 members predicting and solving powertrain problems
- Data extraction using SQL, Data wrangling: pre processing, cleaning, rule based data conditionality and relational plausibility check .
- Implementation of feature engineering principles and co-relation study for feature reduction for training data feed for ML model
- Selecting right ML/DL model, data preprocessing suitable for selected models and model training, model validation and prediction and plausibility check of predictions
- Data and prediction visualization by means of Tableau dashboard
- Vehicle classification by means of principal component analysis
- Fault code occurrence prediction to prevent customer irritation
Data Analytics Project Lead
Cummins Inc. USA
07.2014 - 12.2017
- 1.5 years experience in USA
- Collecting, collating and carrying out complex data analysis support customer requests.
- Furnish leadership team with insights, analytics, reports, and recommendations enabling effective strategic planning.
- Hardware, software, calibration & diagnostic
strategy for Euro Stage V Off-highway equipment
Handled team of 3 engineers to meet Euro V
emission limits
CFT interaction with supplier, subsystems, customer,
machine integrator, testing teams, etc.
Training for aftertreatment devices and catalyst
technology
Data Analyst- Combustion and Emission Development
Cummins India ltd.
07.2011 - 07.2014
- Database creation and Analysis of engine development data from test benches and development vehicle.
- Creation of graphic use interface for data concatenation, signal selection, plot selection and general purpose data analysis
- Engine platform wise report generation, failure root cause identification for development and endurance tests
Education
Master of Technology - Automotive Electronics
BITS Pilani
Pilani, India 08.2020 - 05.2022
Bachelor of Engineering - Mechanical Engineering
Visveswaraya Technological University
Belgaum, India 08.2007 - 05.2011
Skills
Python
Machine Learning
SQL
Tableau
Azure
Data Analytics
Pyspark
Data Engineering
Embedded programming
Software
Postman
Matlab
Confluence
JIRA
Kanban
Awards
- Trusted Advisor at Timeseer.ai on time series data cleaning and missing data generation with machine learning and AI
- Managing director award at Cummins Inc. for global data analytics infrastructure deployment
- Silver award at MBRDI for Oil dilution prediction using machine learning
- Star team award at MBRDI for field data analytics
Timeline
Digital Transformation Lead
Jaguar Land Rover UK
06.2023 - Current
Master of Technology - Automotive Electronics
BITS Pilani
08.2020 - 05.2022
Senior Technical Lead
Mercedes Benz Research and Development India
12.2017 - 04.2023
Data Analytics Project Lead
Cummins Inc. USA
07.2014 - 12.2017
Data Analyst- Combustion and Emission Development
Cummins India ltd.
07.2011 - 07.2014
Bachelor of Engineering - Mechanical Engineering
Visveswaraya Technological University
08.2007 - 05.2011