I have founded several companies, alone as well as with co-founders. I specialized in the creation of highly automated online businesses that require minimal labor to run.
Since 2015 I consult companies on their AI strategy, offer trainings for the most recent AI technologies, and provide software development skills for the creation of state-of-the-art machine learning solutions. My clients are in the area of investment banking, publishing houses, and Internet-of-Things. See my portfolio for more details.
- GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval. 2021. [pdf] [git]
- BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models. 2021. [pdf] [git]
- Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks. 2020. [pdf] [git]
- Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation. 2020. [pdf] [git]
- Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. 2019. [pdf] [git]