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13d ago

Tejas Anand: Waterloo Engineering, AI Agent Evaluation (NVIDIA, ICML ‘26)

Hi! I m Tejas, a Computer Engineering student at Waterloo and a research engineer at NVIDIA, where I work on post-training: fine-tuning, synthetic data, and agents.

A couple of highlights:

  • AEVAL (ICML 2026): I led our work on making AI agents stop grading their own homework, so agent testing becomes deterministic.

  • Data Efficient Fine Tuning: I worked on a loop that finds where a vision model fails and fixes it with targeted real and synthetic data. It matches full-data fine-tuning on a fraction of the data, and it s open source in NVIDIA s TAO skill bank.

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