Ayush Shivani

Product & operations leader with an ML/AI research background: Ayush moved from technical and research roles at AIcrowd into product and operations leadership there (helping design and run ML/AI challenges), demonstrating an ability to bridge research, product and platform operations. aicrowd+2

Hands-on engineering and open-source work: public GitHub repos show undergraduate and research projects (handwritten form recognition, agents, systems projects), indicating practical software engineering skills and a history of shipping small projects. github

Involvement in autonomous-racing research / benchmark work: listed as a contributor/author on the Learn-to-Race Challenge 2022 paper and project, reflecting experience with multimodal control environments, benchmarks and organising research challenges. arxiv+1

Transition to startups & trading operations: after AIcrowd, Ayush worked in trading operations at Flow Traders and in 2025 moved into founding/co‑founding KenisLabs and participating in Entrepreneurs First, showing a path from research/product into operations, trading engineering, and new startup formation. github+3