San Francisco, California, United States
Curious mind with a deep interest in the positive impact of artificial intelligence.
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- Building a scalable data pipeline to generate and validate training data for current projects with AWS S3 and Mechanical Turk reducing needed time from weeks to days - Data acquisition, model development and training of a NLP-model with GPT-2 - Master thesis: Time-series forecasting for the production of renewable energies using several state of the art approaches
- Scouting, analysis and assessment of key technology fields and industry directions for NIO with a special focus on batteries, charging, autonomous driving and artificial intelligence - Search and identification of more than 100 promising startups as potential cooperation partners - Proposal of further improvements of the internal digital innovation platform to increase user engagement and facilitate the innovation process inside NIO - Assessment of Open Innovation and Business Model Innovation methodologies and identification of potential application opportunities for NIO
- Assessing market potential and identifying the right target group by conducting interviews and surveying more than 280 students - Evaluating different business models and monetization opportunities - Creating a minimum viable product following the Lean Startup methodology