Ronald Mendez

Projects for industrial digitalization (4.0 Industry): • AI for continual learning. • Development of machine digital twins for synthetic data generation using Unity 3D (Game engine). • Development of multiprocessing pipelines with gRPC communication for decentralized data fusion. • Machine performance optimization through loss functions and gradient propagation.

• Development of Rest API server, with a web UI developed in Vue.js, to remotely operate IoT power bars. • Deep learning models (CNN’s for radar computer vision) training, and development of size reduction pipelines, achieving reduction of up to 76,5% (Required to fit in sensor microcontroller’s memory).

Academic events to support International and German students at the Otto Von Guericke University. Events like: - Master your thesis: Lifecycle of a thesis in OVGU. - Master tag: Thesis rehearsal for students finishing their studies. - Brainstorming sessions: For planning and development of new ways to support students.

• Replacement of common function operators (+,-,*,/) with iterative solver functions to enhance calculation speed for big data. • Development of test routines, used automatic testing pipelines (GitLab CI/CD).

• Development of pipelines for benchmarking of deep neural networks (DNN’s). • Embedding of DNN’s in optimization open source software, to optimize industrial processes. Development languages: C++ & Python.

Support of internal software applications, and other required tasks related to: zoom rooms, system setups, hardware, and software related issues.