Skill-Profil eines fest angestellten Mitarbeiters des Dienstleisters
Einsatzorte
Einsatzorte
Freiburg im Breisgau (+300km)
Deutschland
möglich
Projekte
Projekte
5 Monate
2025-09 - heute
Passenger Boarding Bridge
Data ScientistTIA PortalStructured Text (DIN EN 61131-3)C++...
Data Scientist
Architected a generalized PLC connectivity platform by refactoring crane-specific software, enabling expansion into the broader industrial machinery market. Selected and integrated PLC hardware by developing a PLC, which translates high-level commands into direct digital/analog output signals to control passenger boarding bridges (PBB). Engineered an efficient, configurable data pipeline using the SNAP7 C library to directly acquire PLC data, establishing a reliable communication channel independent of external hardware limitations.
TIA PortalStructured Text (DIN EN 61131-3)C++Protobufsnap7C
8 Monate
2025-06 - heute
Autonomous Portal Crane
Data ScientistC++ProfobufAnsible...
Data Scientist
Streamlined hardware provisioning by refactoring our ansible process, reducing setup time and complexity
Upgraded system firmware to a newer LTS version and resolved critical dependency issues
Conducted comprehensive QA Testing
Extended our data architecture, e.g. for more accurate sway angle calculation
C++ProfobufAnsibleCMake
6 Monate
2025-01 - 2025-06
Remote crane control
Data ScientistEmbedded CC++GSD...
Data Scientist
Developed safety-critical embedded IoT firmware for a remote, certified emergency-stop (E-Stop) system, enhancing its logging and monitoring capabilities. Streamlined integration with crane PLCs by designing and documenting a general-purpose communication interface for PLC developers.
Embedded CC++GSDTIA Portal
2 Jahre 2 Monate
2022-10 - 2024-11
Machine Learning Lab
Research AssistantPythonPyTorchNumPy...
Research Assistant
Developed and maintained an open-source Framework for Neural Architecture Search (NAS)
Conduct research on Offline Reinforcement Learning for Dynamic Algorithm Configuration (DAC)
Increased training performance of Multi-Fidelity
Hyperparameter Optimisation (MF-HPO) methods by implementing a continuation approach
Vocational Training StudentPythonOPC-UANode-Red...
Vocational Training Student
Performed firmware verification and integration testing for Programmable Logic Controllers (PLCs). Designed and developed a prototype telemetry interface to connect IoT devices with the company's cloud platform.
PythonOPC-UANode-RedStructured Text (DIN EN
61131-3)
Aus- und Weiterbildung
Aus- und Weiterbildung
3 Jahre
2021-10 - 2024-09
M.Sc. Computer Science
M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg
Specialization in Artificial Intelligence Master Thesis: [auf Anfrage]
3 Jahre 1 Monat
2018-09 - 2021-09
B.Sc. Computer Science
B.Sc., DHBW Karlsruhe
B.Sc.
DHBW Karlsruhe
Einsatzorte
Einsatzorte
Freiburg im Breisgau (+300km)
Deutschland
möglich
Projekte
Projekte
5 Monate
2025-09 - heute
Passenger Boarding Bridge
Data ScientistTIA PortalStructured Text (DIN EN 61131-3)C++...
Data Scientist
Architected a generalized PLC connectivity platform by refactoring crane-specific software, enabling expansion into the broader industrial machinery market. Selected and integrated PLC hardware by developing a PLC, which translates high-level commands into direct digital/analog output signals to control passenger boarding bridges (PBB). Engineered an efficient, configurable data pipeline using the SNAP7 C library to directly acquire PLC data, establishing a reliable communication channel independent of external hardware limitations.
TIA PortalStructured Text (DIN EN 61131-3)C++Protobufsnap7C
8 Monate
2025-06 - heute
Autonomous Portal Crane
Data ScientistC++ProfobufAnsible...
Data Scientist
Streamlined hardware provisioning by refactoring our ansible process, reducing setup time and complexity
Upgraded system firmware to a newer LTS version and resolved critical dependency issues
Conducted comprehensive QA Testing
Extended our data architecture, e.g. for more accurate sway angle calculation
C++ProfobufAnsibleCMake
6 Monate
2025-01 - 2025-06
Remote crane control
Data ScientistEmbedded CC++GSD...
Data Scientist
Developed safety-critical embedded IoT firmware for a remote, certified emergency-stop (E-Stop) system, enhancing its logging and monitoring capabilities. Streamlined integration with crane PLCs by designing and documenting a general-purpose communication interface for PLC developers.
Embedded CC++GSDTIA Portal
2 Jahre 2 Monate
2022-10 - 2024-11
Machine Learning Lab
Research AssistantPythonPyTorchNumPy...
Research Assistant
Developed and maintained an open-source Framework for Neural Architecture Search (NAS)
Conduct research on Offline Reinforcement Learning for Dynamic Algorithm Configuration (DAC)
Increased training performance of Multi-Fidelity
Hyperparameter Optimisation (MF-HPO) methods by implementing a continuation approach
Vocational Training StudentPythonOPC-UANode-Red...
Vocational Training Student
Performed firmware verification and integration testing for Programmable Logic Controllers (PLCs). Designed and developed a prototype telemetry interface to connect IoT devices with the company's cloud platform.
PythonOPC-UANode-RedStructured Text (DIN EN
61131-3)
Aus- und Weiterbildung
Aus- und Weiterbildung
3 Jahre
2021-10 - 2024-09
M.Sc. Computer Science
M.Sc., Universität Freiburg
M.Sc.
Universität Freiburg
Specialization in Artificial Intelligence Master Thesis: [auf Anfrage]
3 Jahre 1 Monat
2018-09 - 2021-09
B.Sc. Computer Science
B.Sc., DHBW Karlsruhe
B.Sc.
DHBW Karlsruhe
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Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung