André Filip
GenAI Product Owner
Experience
GenAI Product Owner
OW Media Solutions GmbH
- Designed and led the development of an automated short-video generation system.
- Built a scalable AWS backend using Step Functions, Lambda, S3, ECS Fargate, and DynamoDB.
- Developed video rendering with OpenCV and FFMPEG; ensured maintainable Python code.
- Supervised and mentored a Python developer and trained the client in AI workflows.
- Decreased end-to-end production time from hours to minutes.
- Created a modular, extensible architecture designed to support future AI models.
AI Engineer
Freelancing / Personal Initiatives
- Teaching AI to managers in a 2-hour course, reaching over 100 people.
- Implemented and deployed a GenAI-based outfit recommender system on personal website.
- Developed a multi-agent workflow for application generation as a showcase for the AI course.
Co-Founder
99flairs
- Designed and deployed an AI-driven fashion recommender based on clothing style preferences.
- Built and tested models for fashion detection and outfit style prediction using PyTorch and TensorFlow.
- Improved UI with Bubble.io and applied social login; published app on Google Play and App Store.
- Enabled personalized outfit recommendations based on style through a proof of concept.
Data Science Consultant
Sopra Steria SE
- Designed and implemented a self-learning facial recognition system for a 400k-image database.
- Built scalable data pipelines and REST APIs on SAP Data Intelligence using Python.
- Selected, customised, and integrated AI models (TensorFlow, PyTorch) for facial recognition.
- Deployed components in Docker and ensured seamless SAP ecosystem integration (HANA, XSA).
- Increased system efficiency by 2000× and improved recognition accuracy by 36%.
- Reduced manual face recognition effort by 92%.
- Led the development of a PoC for automated image captioning in a governmental image database.
- Built and fine-tuned a CNN for action recognition to generate accurate, descriptive captions.
- Developed a modular prototype enabling scalability and future production deployment.
- Managed client communication, requirement refinement, and supervised a new team member.
- Reduced manual image captioning effort by 98% (>1800 hours p.a.).
- Unified two time-tracking systems into a single source of truth for workforce analytics.
- Designed data pipelines (ETL) connecting Azure and Oracle systems.
- Developed advanced SQL queries with historical data management.
- Defined solution architecture and managed stakeholder requirements.
- Eliminated manual reconciliation and significantly improved planning accuracy.
Data Scientist
Complero GmbH
- Developed a PoC to predict outdated or incorrect customer contact data for the insurance sector.
- Extracted, cleaned, and analyzed GDPR-compliant customer datasets.
- Applied machine learning and statistical analyses to detect indicators of outdated information.
Project Director
Complero GmbH
- Supported development of a GDPR-compliant, self-updating contact management app.
- Conducted UI/UX testing and executed LinkedIn marketing campaigns.
- Led customer development interviews and represented the company at trade fairs.
- Enabled an early stop of an unprofitable product.
Head of Customer Service
Radbonus UG
- Established and led the customer service department (2–5 employees).
- Designed structured service processes with feedback loops for development and management.
- Onboarded and supervised interns; conducted market and business analyses.
- Established a clearly documented service process with defined feedback loops.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (3.5 years), Fashion (3 years), Education (2 years), Government and Administration (2 years), Media and Entertainment (1 year), and Insurance (0.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Research and Development (4 years), Information Technology (3.5 years), Product Development (3.5 years), Business Intelligence (3 years), Marketing (1 year), and Project Management (1 year).
Summary
I help companies identify high-impact AI opportunities, prioritize them strategically, and translate them into scalable end-to-end solutions — backed by 5+ years of hands-on experience in workflow automation through machine learning and generative AI.
Skills
- Aws (Cloudwatch, Dynamodb, Ec2, Ecr, Ecs, Event-bridge, Fargate, Iam, Lambda, Rds, S3, Sqs, Step Functions)
- Azure
- Bubble.io
- Docker
- Git
- Langchain
- Numpy
- Oracle Data Modeler
- Oracle Db
- Opencv
- Pandas
- Python
- Pytorch
- R
- Regex
- Rest-api
- Sapdi
- Sap Hana Sxa
- Scikit-learn
- Sql
- Spacy
- Spss
- Swagger
- Tensorflow
Languages
Education
Tilburg University
Data Science And Society · Data Science And Society · Netherlands · Cum laude, Top 5%
University of Greifswald
Human Biology · Greifswald, Germany
University of Hanover
Economics & Management · Economics & Management · Hanover, Germany
Certifications & licenses
AWS Cloud Practitioner
AWS
Profile
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