
Ebin Zacharias
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Ebin Zacharias
- Bis heute 1 Jahr und 11 Monate, seit Sep. 2023
Product Owner - Camera-based Assistance & Fleet Software for autonomous vehicles
TII KAMAG
- Defining and managing the product roadmap for camera-based remote assistance and fleet software. - Leading Agile development with Azure DevOps, including sprint planning and backlog management. - Overseeing API development, system interfaces, and integration with autonomous vehicle platforms. - Driving error management, monitoring, and logging to ensure system reliability. - Collaborating with cross-functional teams to develop scalable automation and AI-driven features.
- Develop camera systems to enhance autonomous vehicle performance. Specialize in AI, deep learning, and computer vision applications. - Manage projects and sprints using Azure DevOps. Skilled in project management, agile methodologies, and process creation. - Ensure AI safety and compliance with the EU AI Act, continuously monitoring regulatory changes. - Expertise in NVIDIA Jetson devices, CUDA, DeepStream SDK, and end-to-end pipelines. - Proficient in Azure cloud solutions.
Topic: Deep Learning based Scene Text Recognition in Mobile Outdoor Application Grade: 1.0 - Proposed a scene text recognition system following a two-stage pipeline. (System Accuracy = 98.2%) - Text detection was achieved using a Connectionist Text Proposal Network-based approach. (Accuracy = 100%) - Analysed attention mechanism and text recognition using LSTM network was trained. (Accuracy = 98.92%) - A synthetic data generator is proposed using Python and OpenCV.
Developed a scene-text detection system using image processing techniques.
- Developed a pipeline for swap-body detection and recognition by extracting the ILU code. Gained experience with data acquisition and image annotation.
Ausbildung von Ebin Zacharias
- 3 Jahre und 2 Monate, Okt. 2017 - Nov. 2020
Commercial Vehicle Technology
TU Kaiserslautern
- Related Coursework: 2D Image Processing, Foundations of Software Engineering, Software Development for Commercial Vehicles - Seminar on "Fuel Consumption Control Strategy for A Parallel Mild Hybrid Electric Vehicle" - Seminar on "Positive Temperature Coefficient Heaters (PTC)" - Scientific Writing - "Electrification of Trucks: Current Limitations and the Impact of Electric Drive"
- 3 Jahre und 9 Monate, Sep. 2012 - Mai 2016
Automobile Engineering
University of Calicut
Sprachen
Deutsch
Gut
Englisch
Muttersprache
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