AI Engineer & Full-Stack Developer mit Erfahrung in der Entwicklung KI-gestützter Web-Anwendungen.
Aktualisiert am 27.09.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 27.09.2024
Verfügbar zu: 100%
davon vor Ort: 100%
React
Machine Learning
Python
TypeScript
Go
Azure
Docker
CI/CD
MongoDB
SQL
PostgreSQL
Object-Relational-Mapping
Redis
sentr
Linux
Cypress
Figma
next
German
native
English
fluent
Russian
fluent
Spanish
fluent

Einsatzorte

Einsatzorte

Munich (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr
2023-09 - 2024-08

developing and deploying a full-stack web app

Full-stack developer, AI Engineer & Co-Founder Python FastAPI React ...
Full-stack developer, AI Engineer & Co-Founder
  • Bootstrapped to 6-figure annual recurring revenue in one year and secured customers like Bosch.
  • Led a team of three engineers in developing and deploying a full-stack web app (Python, FastAPI, React, MongoDB, Redis, Azure).
  • Engineered AI features, including retrieval-augmented generation (RAG) and vector databases (Weaviate); fine-tuned large language models (LLMs) with PyTorch.
  • Led quality assurance with monitoring and end-to-end testing (Sentry, Cypress).
  • Transformed epics into actionable designs, releases, sprints, and user stories.
Python FastAPI React MongoDB Redis Azure Sentry Cypress
on request
Munich
5 Monate
2023-05 - 2023-09

development of a new strategic product module

Freelance Data Scientist & Product Manager Python scikit-learn
Freelance Data Scientist & Product Manager
  • Conducted 20+ customer discovery calls to identify requirements, resulting in the development of a new strategic product module by the customer.
  • Developed Figma prototypes to visualize concepts and support design discussions for that module.
  • Analyzed data and trained PoC models which drove MVP design decisions (Python, scikit-learn).
Python scikit-learn
Alasco GmbH
Munich
7 Monate
2022-10 - 2023-04

Created a software tool

Co-Founder Python LLMs FastAPI ...
Co-Founder
  • Created a software tool that helps architects calculate the carbon footprint (Python, LLMs).
  • Launched Kiera.ai, an AI developer tool (FastAPI, Next.js, PostgreSQL)

Python LLMs FastAPI Next.js PostgreSQL
on request
Munich
10 Monate
2021-12 - 2022-09

Master Thesis

AI Researcher Python Computer Vision ROS
AI Researcher

Topic on request

  • R&D on robotic object grasping with 3D object reconstructions (Python, Computer Vision, ROS)
  • Reduced the time required to teach robots new grasps significantly
  • Published results in a paper


Python Computer Vision ROS
Siemens AG
Munich
9 Monate
2021-01 - 2021-09

Built machine learning models in a microservice web app

AI Engineer PyTorch docker SqlAlchemy ...
AI Engineer

PyTorch docker SqlAlchemy flask
Ciara GmbH
Munich
9 Monate
2020-04 - 2020-12

Built a web platform for interactive online cooking classes

Co-Founder Javascript Wordpress PHP
Co-Founder


Javascript Wordpress PHP
on request
Münichham
1 Jahr 1 Monat
2019-12 - 2020-12

Trained machine learning models to predict gear box failures

Data Scientist, Research Assistant Python scikit-learn
Data Scientist, Research Assistant



Python scikit-learn
Institute of Machine Elements at the Technical University of Munich
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

8 Monate
2022-02 - 2022-09

Add-on study program Technology Management

Center for Digital Technology and Management (CDTM)
Center for Digital Technology and Management (CDTM)
2 Jahre
2020-10 - 2022-09

Robotics, Cognition, Intelligence

M.Sc, Technical University of Munich
M.Sc
Technical University of Munich
3 Jahre 6 Monate
2015-10 - 2019-03

Mechanical Engineering

B.Sc, Technical University of Munich
B.Sc
Technical University of Munich

Kompetenzen

Kompetenzen

Top-Skills

React Machine Learning Python TypeScript Go Azure Docker CI/CD MongoDB SQL PostgreSQL Object-Relational-Mapping Redis sentr Linux Cypress Figma next

Produkte / Standards / Erfahrungen / Methoden

Profile

AI Engineer & Full-Stack Developer experienced in developing AI-driven web-applications. Proficient in Python, React, FastAPI, and machine learning frameworks. Known for turning complex technical requirements into pragmatic, user-centric solutions


Cloud & DevOps:

  • Azure
  • Docker
  • GitHub Actions
  • REST APIs
  • flask
  • FastAPI


AI & Machine Learning:

  • ML Ops
  • Azure ML
  • PyTorch
  • scikit-learn
  • vector databases


Other Software:

  • MongoDB
  • SQL
  • SQLAlchemy
  • Redis
  • Sentry
  • Cypress
  • Linux
  • Figma

Programmiersprachen

Python
Typescript
Go
PHP
C++
Matlab

Einsatzorte

Einsatzorte

Munich (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 Jahr
2023-09 - 2024-08

developing and deploying a full-stack web app

Full-stack developer, AI Engineer & Co-Founder Python FastAPI React ...
Full-stack developer, AI Engineer & Co-Founder
  • Bootstrapped to 6-figure annual recurring revenue in one year and secured customers like Bosch.
  • Led a team of three engineers in developing and deploying a full-stack web app (Python, FastAPI, React, MongoDB, Redis, Azure).
  • Engineered AI features, including retrieval-augmented generation (RAG) and vector databases (Weaviate); fine-tuned large language models (LLMs) with PyTorch.
  • Led quality assurance with monitoring and end-to-end testing (Sentry, Cypress).
  • Transformed epics into actionable designs, releases, sprints, and user stories.
Python FastAPI React MongoDB Redis Azure Sentry Cypress
on request
Munich
5 Monate
2023-05 - 2023-09

development of a new strategic product module

Freelance Data Scientist & Product Manager Python scikit-learn
Freelance Data Scientist & Product Manager
  • Conducted 20+ customer discovery calls to identify requirements, resulting in the development of a new strategic product module by the customer.
  • Developed Figma prototypes to visualize concepts and support design discussions for that module.
  • Analyzed data and trained PoC models which drove MVP design decisions (Python, scikit-learn).
Python scikit-learn
Alasco GmbH
Munich
7 Monate
2022-10 - 2023-04

Created a software tool

Co-Founder Python LLMs FastAPI ...
Co-Founder
  • Created a software tool that helps architects calculate the carbon footprint (Python, LLMs).
  • Launched Kiera.ai, an AI developer tool (FastAPI, Next.js, PostgreSQL)

Python LLMs FastAPI Next.js PostgreSQL
on request
Munich
10 Monate
2021-12 - 2022-09

Master Thesis

AI Researcher Python Computer Vision ROS
AI Researcher

Topic on request

  • R&D on robotic object grasping with 3D object reconstructions (Python, Computer Vision, ROS)
  • Reduced the time required to teach robots new grasps significantly
  • Published results in a paper


Python Computer Vision ROS
Siemens AG
Munich
9 Monate
2021-01 - 2021-09

Built machine learning models in a microservice web app

AI Engineer PyTorch docker SqlAlchemy ...
AI Engineer

PyTorch docker SqlAlchemy flask
Ciara GmbH
Munich
9 Monate
2020-04 - 2020-12

Built a web platform for interactive online cooking classes

Co-Founder Javascript Wordpress PHP
Co-Founder


Javascript Wordpress PHP
on request
Münichham
1 Jahr 1 Monat
2019-12 - 2020-12

Trained machine learning models to predict gear box failures

Data Scientist, Research Assistant Python scikit-learn
Data Scientist, Research Assistant



Python scikit-learn
Institute of Machine Elements at the Technical University of Munich
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

8 Monate
2022-02 - 2022-09

Add-on study program Technology Management

Center for Digital Technology and Management (CDTM)
Center for Digital Technology and Management (CDTM)
2 Jahre
2020-10 - 2022-09

Robotics, Cognition, Intelligence

M.Sc, Technical University of Munich
M.Sc
Technical University of Munich
3 Jahre 6 Monate
2015-10 - 2019-03

Mechanical Engineering

B.Sc, Technical University of Munich
B.Sc
Technical University of Munich

Kompetenzen

Kompetenzen

Top-Skills

React Machine Learning Python TypeScript Go Azure Docker CI/CD MongoDB SQL PostgreSQL Object-Relational-Mapping Redis sentr Linux Cypress Figma next

Produkte / Standards / Erfahrungen / Methoden

Profile

AI Engineer & Full-Stack Developer experienced in developing AI-driven web-applications. Proficient in Python, React, FastAPI, and machine learning frameworks. Known for turning complex technical requirements into pragmatic, user-centric solutions


Cloud & DevOps:

  • Azure
  • Docker
  • GitHub Actions
  • REST APIs
  • flask
  • FastAPI


AI & Machine Learning:

  • ML Ops
  • Azure ML
  • PyTorch
  • scikit-learn
  • vector databases


Other Software:

  • MongoDB
  • SQL
  • SQLAlchemy
  • Redis
  • Sentry
  • Cypress
  • Linux
  • Figma

Programmiersprachen

Python
Typescript
Go
PHP
C++
Matlab

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