freiberufler AI expert, LLM, Neural Graphics, Software Engineer auf freelance.de

AI expert, LLM, Neural Graphics, Software Engineer

offline
  • 100€/Stunde
  • 80939 München
  • DACH-Region
  • de  |  en  |  it
  • 15.07.2024

Kurzvorstellung

M. Sc. in Electrical Engineering from TUM, working experience as System Engineer, Researcher at the Chair of Astronautics and CTO at Dromni GmbH. Main fields: hardware and software development, cloud systems on AWS, DevOps, AI, automation.

Qualifikationen

  • 3D Rekonstruktion
  • Amazon Web Services (AWS)7 J.
  • C++7 J.
  • Computer Vision3 J.
  • Continuous Integration5 J.
  • DevOps3 J.
  • Docker5 J.
  • Embedded Linux3 J.
  • Git3 J.
  • Large Language Models3 J.
  • Maschinelles Lernen
  • Maschinelles Sehen
  • Python7 J.
  • SQL3 J.

Projekt‐ & Berufserfahrung

CTO (Festanstellung)
Dromni GmbH, München
8/2021 – offen (3 Jahre, 4 Monate)
IT & Entwicklung
Tätigkeitszeitraum

8/2021 – offen

Tätigkeitsbeschreibung

- Build an AWS server backend consisting of a communication hub and on-demand processing nodes.
- Build automated processing pipelines for visual data
- Implement and optimize NeRF and Guassian Splatting processing for different subprojects/products
- Build Multi-Agent LLM systems for task automation
- DevOps and GitLab CI/CD

Eingesetzte Qualifikationen

SQL, DevOps, Embedded Linux, Computer Vision, Large Language Models, C++, Docker, Git, Python, Amazon Web Services (AWS)

Wissenschaftler Mitarbeiter (Festanstellung)
TU München, München
5/2017 – 3/2023 (5 Jahre, 11 Monate)
Hochschulen und Forschungseinrichtungen
Tätigkeitszeitraum

5/2017 – 3/2023

Tätigkeitsbeschreibung

Reasearch project: CopKa
- Define and setup a multicopter's onboard-computer
- Write drone's control software in C/C++
- Data recording and analysis
- Multiple small side projects like a combined sensor from GPS, IMU and wheel spin

Reasearch project: Geriatronics
- Write teleoperation software for a humanoid robot in C/C++
- Construct a teleoperation system
- Write a teleoperation simulation system in Unity

Reasearch project: Surrogatum
- Redevelop onboard hardware for drones
- Further develop onboard control software
- Write a server backend for interconnecting operaters with drones
- Define and setup databases

Eingesetzte Qualifikationen

Hardware-Design, C++, Python, Amazon Web Services (AWS), Docker, Elektrotechnik, Continuous Integration, Software engineering / -technik

System Engineer / PLC Programer (Festanstellung)
Automation W+R, München
9/2014 – 2/2016 (1 Jahr, 6 Monate)
Maschinen-, Geräte- und Komponentenbau
Tätigkeitszeitraum

9/2014 – 2/2016

Tätigkeitsbeschreibung

- Assembly of control cabinets for industrial systems
- Prototype construction
- PCL programming
- Installation and maintenance of customer systems

Eingesetzte Qualifikationen

Hardware-Design, Elektrotechnik, Elektrische Inbetriebnahme, Maschinenbau, Speicherprogrammierbare Steuerung (SPS)

Ausbildung

Elektro- und Informationstechnik
M. Sc.
TU München
2017
München

Über mich

As a qualified electrical engineer, I started with software programming at an early stage. During my studies, I consolidated my knowledge in my free time and also applied it in numerous part-time jobs. Parallel to my master's degree, I worked as a systems engineer at Automation W+R, where I built control cabinets for industrial systems and programmed PLCs. After graduating, I worked for 6 years as a researcher at the Chair of Aerospace Engineering at the Technical University of Munich and during this time I shifted my focus to software development and was responsible for DevOps with CI/CD and cloud development. Since August 2021 I have been working at Dromni as CTO and continued the developments from research. The focus of our software is in the 3D area, especially in light field technologies. Today, we also offer our expertise as a consulting and engineering service in the domanin of LLMs, Radiance Fields and AI as well as software development.

Weitere Kenntnisse

Various AI and related tools:
Skills: GPT, LLM, Ollama, langchain, flowise.ai, crewAI, Radiance Fields (NeRF, Gaussian Splatting), Stable Diffusion, YOLO
Experiences: Built LLM Chatbots with RAG, Multi-agent LLM systems, automated nerfstudio processing pipelines from foto/video to neural representations 

Programming: C#, C/C++, Python, Assembler, VS Code, Unity, Boost, OpenCV, nerfstudio, Scripting, GotHub, GitLab, CI/CD, DevOps, Unit and Integration Testing, PLC (Beckhoff TwinCAT)

Cloud computing and infrastructure:
Skills: Amazon AWS, databases, Docker, GitLab Server, GitLab CI, MySQL
Experiences: Built up a complete SaaS platform on Amazon AWS consisting of main server, datases and on-demand processing nodes

Persönliche Daten

Sprache
  • Deutsch (Muttersprache)
  • Englisch (Fließend)
  • Italienisch (Grundkenntnisse)
Reisebereitschaft
DACH-Region
Arbeitserlaubnis
  • Europäische Union
Home-Office
bevorzugt
Profilaufrufe
137
Alter
38
Berufserfahrung
10 Jahre und 7 Monate (seit 04/2014)
Projektleitung
6 Jahre

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