ABHIJIT KUMAR PRUSTY
Bangalore
Summary
ADAS Data Analytics Engineer with 11+ years of experience in sensor data processing, analytics pipeline development, and ADAS system validation. Expertise in Python, C++, SQL, and Azure-based data pipelines, with strong capabilities in KPI definition, and large-scale automotive data analysis for ADAS systems. Experienced in radar/camera systems, CAN data, and ECU diagnostics (DTC)
Overview
12
12
years of professional experience
Work History
Senior Tech Lead
Daimler Truck Innovation Center India
Bengaluru
01.2022 - Current
- Developed and maintained data analytics pipelines for large-scale ADAS sensor data (simulation + vehicle logs)
- Built Python/C++-based data processing frameworks for ingestion, transformation, and analysis.
- Designed KPI frameworks and anomaly detection systems for ADAS performance monitoring.
- Implemented Azure-based data pipelines to support scalable simulation and validation workflows.
- Designed SQL database schemas for efficient storage and querying of ADAS datasets.
- Developed SimToolChain (C++) for automated processing and simulation of recorded vehicle data.
- Performed DTC diagnostic analysis for ECUs, improving fault detection accuracy
- Built Power BI dashboards for KPI visualization and decision-making
- Collaborated with cross-functional teams for requirements alignment and analytics delivery
- Worked extensively with CAN data and sensor communication systems.
Senior Engineer - Data Analytics (ADAS)
Mercedes Benz Research and India Pvt. Ltd.
BANGALORE, Karnataka
06.2017 - 12.2021
- Strategic simulation planning and prioritization, ensuring efficient resource allocation and timely validation of critical ADAS scenarios
- Developed and maintained SimToolChain (C application) for processing and simulating recorded vehicle field data
- Defined and Conceptualized SQL database structures
- Design and develop interactive PowerBI dashboards, simplifying the statistics to derive to quick and accurate conclusions for making informed decisions on function changes
- Performed critical event analysis with model debugging and signal interpretation and video inputs to enhance system reliability
- Optimised functions for next-generation ADAS systems, including Side Guard Assist (SGA), Active Brake Assist (ABA), Adaptive Cruise Control (ACC), and Lane Departure Systems (LKA, LDW, LDP)
- Defined and implemented KPIs for ADAS simulation efficiency, including scenario coverage, turnaround time, and defect detection rate
Algorithm Engineer
Tata Consultancy Services
Pune, Maharashtra
09.2014 - 06.2017
- Sensor Testing (Radar, Camera, Ultrasonic)
- Designed and developed Algorithm for Intelligent Parking Assist and Lane Keep Assist product using MATLAB/Simulink/Stateflow
- Simulation and Vehicle Integration Testing for ADAS functions (LKA and IPA)
- A leading global IT services and consulting company
Education
BTech -
Institute of Technical Education And Research
Odisha05.2014
Skills
- Python
- C Development
- SQL
- Linux OS
- MATLAB/Simulink
- CANApe
- Silver
- JIRA
- GIT
- Visual Studio
- PowerBI
- Confluence
- Data analytics
- Simulation validation
- Azure data pipelines
- KPI visualization
- SQL database querying
- Systems Analysis
- Integration Testing
Accomplishments
SAFe 6.0 certified
Timeline
Senior Tech Lead
Daimler Truck Innovation Center India
01.2022 - Current
Senior Engineer - Data Analytics (ADAS)
Mercedes Benz Research and India Pvt. Ltd.
06.2017 - 12.2021
Algorithm Engineer
Tata Consultancy Services
09.2014 - 06.2017
BTech -
Institute of Technical Education And Research