Aayush Kucheria is a researcher and ML engineer with eight years of experience focused on Human-AI Interaction and AI alignment, based in Helsinki. He bridges hands-on engineering and exploratory research, having built pipelines and tooling for concept analysis in LLMs, probabilistic monitoring systems, and interactive model-exploration prototypes. His work spans academic publications (ACL workshop) and applied projects—from seizure-detection and climate dashboards to AI-powered training simulations—reflecting an ability to move between product delivery and rigorous evaluation. At AI Safety Camp and Groundless Alignment he has prototyped fluid interfaces for collaborative sensemaking and attribution in composed AI systems, aiming to preserve meaningful human participation as AI systems scale. He co-founded Aalto Effective Altruism and led mentoring programs, showing a consistent interest in community-building and cultivating ethical AI talent. He’s approachable for conversations about aligning models to human workflows (chat: https://cal.com/aayushk/chat), combining technical depth with a practical focus on societally beneficial AI.
8 years of coding experience
3 years of employment as a software developer
Bachelor's and Master's in Science, Artificial Intelligence, Bachelor's and Master's in Science, Artificial Intelligence at Aalto University
Contributions:1 PR, 3 pushes, 1 branch in 2 years 9 months
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Aayush Kucheria - Researcher at Groundless Alignment