Abhishek Pratap Singh
AI ML Engineer
Summary
A dynamic and seasoned expert with a solid foundation in the field of Python / ML , specifically in the areas of advanced driver assistance systems ( ADAS ) and electric cars, for creating test cases, obtaining requirements, and automation. Competent in Python and other programming languages and looking for ways to use automation scripting, communication skills, and ADAS and EV testing knowledge to effectively contribute to a forward-thinking organization.
Overview
3
3
years of professional experience
2
2
Certifications
2
2
Languages
Work History
Systems Engineer( Python/ML )
Tata Consultancy Services
1 2021 - Current
- Converted business problems into data-driven ML solutions, optimizing performance and scalability.
- Developed and maintained Python -based tools( Pandas , Numpy , sk-learn ) to enhance workflow efficiency and automate repetitive tasks.
- Examined data from multiple sources, extracted meaningful insights, and presented findings to stakeholders.
- Led product teams by providing data-driven recommendations and communicating business insights effectively.
- Created automation scripts to streamline processes, resulting in significant time and cost savings by 50 % of customer.
- Trained YOLO model for object detection for pedestrian alert detection.
- Developed a GUI based tool for the image annotation for annotating the object for training.
- Used a openAI ( Whisper ) model for audio to text conversion and used the text for the classification of event type.
- Utilized effective analytical, debugging, and presentation skills to drive new implementations for impact analysis.
- Demonstrated excellent communication skills, working independently and collaboratively within cross-functional teams across geographies.
- Contributed towards continuous improvement initiatives aimed at streamlining internal processes and enhancing overall service delivery quality.
- End-to-end knowledge of the ML model lifecycle, from data collection to deployment and monitoring.
EDR Analyzer
Tata Consultancy Services
03.2021 - Current
- Developed the all-new automation tool ( GUI ) for the validation of captured data in INCA and DID
- Manual effort was reduced by 90% when comparing two different sources of data with different computational time intervals
- Developed an idea of handling the data with incomplete information by adding inspectors
- Demonstrated excellent communication skills, working independently and collaboratively within cross-functional teams
- Demonstrated proficiency in Python frameworks such as NumPy and Pandas , ensuring high-quality code and adherence to best practices
- Created automation scripts to streamline processes, resulting in significant time and cost savings.
Education
Bachelor of Technology ( CSE ) - Machine Learning
04.2017 - 04.2021
Skills
Pandas
Numpy
Machine Learning Frameworks
Scikit-Learn
Python Programming
Natural Language Processing
Data Analytics
Problem-solving abilities
Supervised Learning
Time Management
Analytical Skills
Websites
Certification
[Machine Learning] Training - [Mar - July 2022]]
Timeline
[Machine Learning] Training - [Mar - July 2022]]
03-2022
[Cloud Basics] Training - [Jun - July 2021]]
06-2021
EDR Analyzer - Tata Consultancy Services
03.2021 - Current
Lovely Professional University - Bachelor of Technology ( CSE ), Machine Learning
04.2017 - 04.2021
Systems Engineer( Python/ML ) - Tata Consultancy Services
1 2021 - Current