RandomAce55 Memories

Integrated and evaluated an AI object recognition system, 'Perimeter Plus', into an existing outdoor surveillance and alarm system. Developed algorithms for multi-view geometry 3D reconstruction and implemented object search using video databases for tracking lost items. Utilized data engineering techniques for preprocessing large image and video datasets, including annotation and automated pipeli

Integrated GNSS and IMU with various machine-vision cameras into a sensor data fusion framework. Implemented and evaluated machine learning models from dlib for face recognition, visualizing results with OpenGL and Qt-based GUI. Developed stereoscopic 3D bundle adjustment for creating 3D maps of environments for mobile robots.

Developed backend for a high-frequency, low-latency trading system in C++11/14 on Linux. Established direct connectivity to exchanges and liquidity providers via FIX/FAST protocols and proprietary interfaces. Designed and implemented the comprehensive test strategy and test suite for the trading system and its multithreaded data structures.

Developed a 3D modeling software named 'Roxar' for planning underwater oil wells. Visualized complex, interconnected components using OpenGL and Qt. Implemented automated software tests with Google Test to ensure product quality and reliability.

Developed real-time handling of market data for various Southeast Asian exchanges using C++11 on Linux servers and exchange APIs. Created high-performance ETL pipelines in C++ to structure large volumes of trading data. Developed and implemented latency-optimized smart-order-routing algorithms for dynamic order distribution across multiple trading venues.

Developed software for an IT infrastructure monitoring system designed for large server farms using C++ and Java. Simplified data operations in a distributed environment by leveraging OpenMP for parallel processing. Contributed to enhancing system efficiency and scalability.

Integrated and evaluated an AI object recognition system "Perimeter Plus" into an existing outdoor surveillance and alarm system. Developed algorithms for multi-view geometry 3D reconstruction and implemented object search using image and video data for tracking lost items. Utilized data engineering techniques for image/video preprocessing and applied CI/CD and MLOps principles for ML models.

Integrated GNSS, IMU, and machine-vision cameras into a sensor data fusion framework. Implemented and evaluated dlib machine learning models for facial recognition, visualized with OpenGL and Qt GUI. Developed stereoscopic 3D-Bundle Adjustment for mobile robot environment mapping and solved nonlinear optimization problems for sensor calibration.

Developed high-frequency, low-latency trading system backends using C++11/14 on Linux. Established direct connections to exchanges and liquidity providers via FIX/FAST and proprietary protocols. Designed and implemented the test strategy and test suite for the trading system and its multithreaded data structures.

Developed "Roxar," a 3D modeling software for planning underwater oil wells. Visualized complex, interconnected components using OpenGL and Qt. Implemented automated software tests with Google Test.

Developed real-time stock market data processing for various Southeast Asian exchanges using C++11 and Linux servers. Created high-performance ETL pipelines in C++ to structure large volumes of trading data. Designed and implemented latency-optimized Smart-Order-Routing algorithms for dynamic order distribution across multiple trading venues.

Developed software for an IT infrastructure monitoring system for large server farms using C++ and Java. Streamlined data operations in a distributed environment with OpenMP.

Activities and societies: Relevant Lehrveranstaltungen: Multicore-Programmierung, Maschinelles Lernen, Bildverstehen, Echtzeitsysteme, Soft- ware Service Engineering, Parallele Programmierung.

Completed 90/120 ECTS in Automotive Software. Relevant coursework included Multicore Programming, Machine Learning, Image Understanding, Real-time Systems, Software Service Engineering, and Parallel Programming.

Activities and societies: Bachelor Arbeit: Entwicklung eines GIS-Systems für Bewässerungssysteme Relevante Lehrveranstaltungen: Datastructures and Algorithms, Computer Networks, Computer Architechture, Databases, Theory of Computation, Software Engineering

Completed a Bachelor's degree in Computer Engineering. The bachelor thesis involved the development of a GIS system for irrigation systems.

Completed 90/120 ECTS towards a Master's degree in Automotive Software. Relevant coursework included Multicore Programming, Machine Learning, Image Understanding, Real-time Systems, Software Service Engineering, and Parallel Programming.

Completed a Bachelor's thesis on the development of a GIS system for irrigation systems. Relevant coursework included Data Structures and Algorithms, Computer Networks, Computer Architecture, Databases, Theory of Computation, and Software Engineering.