KI/ ML/ Optimierung

5/2021 – 8/2021

Development of an NLP algorithm for feature detection in product reviews.

- read review from database
- apply NLP pipeline
- find features, using an opinion mining algorithm
- detect opinion words and their polarity
- summarize pos/ neg product reviews per feature

Data Mining, Data Science, Maschinelles Lernen, Mathematik, Neuronale Netze, Python, Scikit-learn

9/2020 – offen

Development of several algorithms to detect eye illness in animals eyes.

1) Detect animal's eye on an image -- used darknet yolov4
2) Image Segmentation on animal's eye, classification in different diseases, using ophthalmoligically labeled images. Currently implementing U-Net to solve the problem

Data Mining, Data Science, Maschinelles Lernen, Mathematik, Neuronale Netze, Python, Scikit-learn, Tensorflow