0009-0009-1271-4696

<aside> 😎 Google Scholar

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<aside> 🤠 Research Gate

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<aside> 📧 Email Me

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<aside> ⏰ Meeting

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Socials

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Linkedin

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<aside> 😜 BlueSky

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<aside> 🤪 X/Twitter

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Links

Hobbies

Dokkodo

Competitive Debate

I look at frontier AI agents from their worst-case scenario (AI Safety) to best-case (AI4Science) in 2 central thesis:

1. The Safety(Alignment)-Utility(Reasoning) Interplay: Make Smarter Models Safer
2. Close the loop of Generation-Verification-Optimization:

• Science of Evaluation: How can we better understand and probe genuine reasoning and account for contamination?
  • Reasoning Generalizability/Transferability to account for Data Contamination/Memorization
  • Research-Level Scientific Reasoning Benchmark in AI R&D Workflow
• Science of Post-Training: How can we (provably) better guide fine-tuning for reasoning?
  • inform & improve how we do post-training by actionable mechanistic interpretability
  • iteratively optimize by RL signal:
    • Formal Verification: Lean for Proof-Like Logical Reasoning
    • Multi-Agent Debate: Use feedback from other agents as signal
    • Generalize Reasoning by Data Perturbation
• Science of Alignment: How can we (truthfully) probe
  • Situational Awareness: Are smarter models conscious of who/where/what they are?
  • Alignment Faking and Emergent Deception

Projects

I host various projects for ETH students (for ECTS) as well as anyone from anywhere (for research experience)

Services

Tools

Tools

Education Experience

<aside> <img src="/icons/tortoise_gray.svg" alt="/icons/tortoise_gray.svg" width="40px" /> PhD The New Studio (Apr 2023 - Till Now)

Anywhere

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<aside> <img src="/icons/tortoise_gray.svg" alt="/icons/tortoise_gray.svg" width="40px" /> MSc. Interdisciplinary Science ETH (CS, Physics and Chemistry) ETH Zurich, Zurich, Switzerland (2024 - 2025)

Master Thesis: Prof Zhijing Jin, Prof. Bernhard Schoelkopf

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<aside> <img src="/icons/tortoise_gray.svg" alt="/icons/tortoise_gray.svg" width="40px" /> BSc. Interdisciplinary Science ETH (CS, Physics and Chemistry) ETH Zurich, Zurich, Switzerland (2023 - 2025)

Bachelor Thesis: Prof. Mrinmaya Sachan

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Interesting Projects

Portfolio Items