Python ML Developer

10-50 Mitarbeiter

Python/ML Developer for the startup on AI Agents
# Implemented base classes for the main backend application using FastAPI, Pydantic, SQL Alchemy, Docker
# Co-developed classes for the GenAI functionality
# Implemented a storage backup system for the vector+SQL data
# Worked closely with CTO on architecture of the solution

Data Scientist (R&D)

SKF

# Implemented PoC based on ML for large order prediction
# Implemented a PoC model for optimising lubrication routes
# Developed a prediction model for bearing maintenance based on signal analysis
# Prepared a hackathon for modelling bearing behaviour

Digital consultant

FREELANCE

# Developed a mobile app for disability ID verification. Trained a CNN model
for face validation
# Developed an app for a large corporate client (Bosch BKK), integrated an
ML-based recommendation system for articles into the app
# Implemented a fuzzy logic based solution for matching stocks of different
companies
# Trained a CNN model and developed a backend to detect the risk for eye
problems (Kidsvisioncheck.com)
# Developed an advertising platform that connects streamers and advertisers
(enables automatic integration of visual ads into streams and payout)

Software Developer (R&D)

EXPERDATA GMBH

# Developed an internal SaaS solution to collect knowledge on employee
skills for a large company (Pfizer)
# Integrated Bert NLP models to extract employee skills from academic
manuscripts
# Implemented a parser to collect and structure employee knowledge from
open sources

Head of development

AOGENCY

# Developed a platform for a client in the real estate industry, including
backend, management interface and app. Implemented an NLP model for
data extraction from documents
# Developed a learning platform to " enhance creativity" of employees in
large companies. It includes client company, employee, mentoring and
administration components
# Took on and completed the development of the music app "Musico", which
allows music to be shared between users and serves as an "Instagram" for
music
# Implemented many different websites and apps
# Managed a team of 6-8 developers

Consultant

D-FINE GMBH

# Created various concepts for the bank's data restructuring
# Worked on the plan for the IT reorganisation of the credit risk department

Scientific Employee

FRANKFURT INSTITUTE FOR ADVANCED STUDIES

# Developed a biomechanical model of human eye muscles with a rendering
component; simulated different disorders of the visual system and the
development of the visual cortex
# Given multiple talks at different conferences and published papers
# Shown that the application of the principle "less is more" brings advantages in
learning neural networks

Lead Developer

STIMULTEST

# Conducted research and developed an application to analyse human
attitudes towards visual stimuli based on reaction time statistics

# Managed team of 6 developers

Software Developer, Data Science, Machine learning

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