Jayashree Mohan
Angestellt, System Engineer, IAV - Automotive Engineering
Chemnitz, Deutschland
Über mich
I am a Computer Science graduate with more than two years of Performance testing experience. I am currently pursuing my master's degree in Automotive Software Engineering at TU Chemnitz. Machine learning, Deep learning, and Computer vision are my areas of interest, and I'd like to employ my academic background and practical knowledge to contribute towards solving real-world problems.
Werdegang
Berufserfahrung von Jayashree Mohan
Bis heute 1 Jahr und 5 Monate, seit Feb. 2023
System Engineer
IAV - Automotive Engineering
Deep-Learning-Based Fusion of Camera and Low-Resolution LiDAR data for 3D Object Detection • Development of in-house 3D object detection architecture ‘PSR-PointNets’ with python and TensorFlow framework • Implementation of learned fusion methods of the camera and low-resolution LiDAR sensor data • GPU accelerated training and validation of PSR-PointNets in a Linux environment • Results analysis and visualization with pandas, matplotlib, and open3D
Deep-Learning-based 3D Object Detection for Autonomous Driving • Training & validation of LiDAR-based 3D object detection model ‘Frustum PointNets’ using low-resolution input LiDAR point clouds • Training & validation of camera-based 3D object detection model ‘MonoPSR’ • Results analysis with pandas and matplotlib libraries to identify the bottleneck of the models • Development of new architectural ideas for the fusion of MonoPSR and Frustum PointNets
6 Monate, Okt. 2020 - März 2021
Internship: Pedestrian Detection using Machine Learning and Image Processing
Das Informatik-Kooperationsnetzwerk der TU Chemnitz (IKON)
Pedestrian Detection using Image processing and Machine learning on Hardware Platforms such as Raspberry Pi. Algorithm Optimizations to achieve high accuracy of detection with low processing power
1 Monat, Jan. 2020 - Jan. 2020
Workshop: Automotive Electronics & Electric Vehicle Design
Experts Hub, Bangalore, India
• Project: On-Board Diagnostics (OBD) System Development • Software integration using Arduino IDE • Sensor & OBD hardware interface prototyping • Engine & Vehicle Electronics • Advanced Driver Assistance Systems (ADAS)
2 Jahre und 8 Monate, Aug. 2015 - März 2018
Programmer Analyst
Cognizant Technology Solutions, Chennai, India
• Software Testing Life Cycle (STLC) & Testing Methodologies • Client, server & web based application testing • Requirement gathering, test design, execution & analysis • Analysis of Automatic Workload Repository (AWR) reports • Load test script development, test scenario creation • Controller Performance Monitoring (CPM) • On-site coordination with multiple vendors
Ausbildung von Jayashree Mohan
Bis heute 5 Jahre und 9 Monate, seit Okt. 2018
Automotive Software Engineering
TU Chemnitz
• Automotive Software Engineering • Software Platform for Automotive Systems • AUTOSAR • Automotive Sensor Systems • Multicore Programming • Image Understanding Neurocomputing
4 Jahre, Juni 2011 - Mai 2015
Computer Science
Anna University
• Data Structures • Object Oriented Programming in C, C++, Java • Oracle DB, MySQL • Operating Systems • Networks
Sprachen
Englisch
Fließend
Deutsch
Gut