- Serving company's internal technology function, aiding automation and machine learning adoption.- Actively contributed towards shaping of the data science strategy of the internal knowledge management group, ensuring alignment across the board in the long term vision as well as working closely with related disciplines such as design and user research to help tailor our products towards our customers as best as possible.- Lead and hands-on delivered in research efforts related to developing company's first internal enterprise knowledge graph and domain ontology (by re-using and extending DBpedia's ontology) connecting internal knowledge artifacts aimed at enabling use-cases such as semantic search and entity level analytics.- Other past projects include active involvement with solutions related to unsupervised topic modeling and clustering of unstructured data currently deployed across the company and being used widely by different teams. Furthermore, building self-serving front-ends to machine learning models, enabling ease of access for non-technical audience.

- Aiding SAP's internal IT procurement operations- Working in an international team enforcing data protection compliance procedures- Automating trivial work related tasks