Kühne + Nagel
Data Scientist | 2022 - Present
- Working on Business partner master data project for deduplicating customer data.
Streem.ai
Data Scientist | 01.2021 - 06.2022
- Built a platform for Anomaly detection in sensor data for predictive maintenance and early error detection.
- Used Kubeflow to build ETL and ML model training pipelines.
- Managed ETL and inference endpoints for multiple clients and communicated their needs that helped develop the product
Cauliflower.ai
Data Scientist | 06.2020 - 12.2020
- Sentiment analysis on reviews and dashboarding.
- Trained generative models (BERT) for customer entity recognition for aspect based sentiment analysis.
Lab1866 Daimler, Berlin
Data Scientist | 06.2020 - 12.2020
- Trained and deployed a Neural Network for automatic damage evaluation based on past damage repair bills for Mercedes Cars.
Tool support manager (Werkstudent), Robert Bosch Car Multimedia Gmbh,
Hildesheim
Data Scientist | 06.2020 - 12.2020
- Working student, developed an ETL pipeline for loading bulk data into RQM automation tool
Python
Kubernetes
AWS
Deep Learning
Airflow
SQL
Deep RL Game Agent
Experimental agents trained using Reinforcement Learning for classic games.
Document OCR Intelligence
Extraction tool for unstructured images from my M.Sc. thesis.
Sentiment-as-a-Service
Minimalist API wrapper for HuggingFace Transformers.