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AkhilDeo/README.md

Hey, I'm Akhil!

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I’m a Member of Technical Staff at Mercor, working on code data and applied AI. I build frontier evaluations and reinforcement learning environments for AI labs and enterprises.

I’m interested in language model reasoning, coding agents, verification, and how we craft the data, environments, and feedback that help them improve.

Previously, I worked at Amazon AGI, AWS, and Scale AI, and researched language models and medical robotics at Johns Hopkins. I also directed HopHacks.

My previous work includes QAagent, a multiagent system for unit test generation published as an AAAI 2025 student abstract; SocialNLI, a dialogue-centric social inference dataset; and DeonticBench, a benchmark for reasoning over rules. I also built and evaluated a mobile app for surgical robot teleoperation.

If you want to learn more about me, check out my personal website.

Stuff I Use

PyTorch TensorFlow NumPy Matplotlib Jupyter Notebook Java  Python C++ TypeScript  Postgres Supabase MongoDB GitHub Actions Docker git Harbor

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  1. SoNLI SoNLI Public

    SocialNLI: A Dialogue-Centric Social Inference Dataset

    Python

  2. QAagent QAagent Public

    [AAAI 2025] QAagent: A Multiagent System for Unit Test Generation via Natural Language Pseudocode

    Python 5 3

  3. masrt masrt Public

    [HSMR 2023] Mobile Application for Surgical Robot Teleoperation

    Swift 3

  4. ShapeNuss ShapeNuss Public

    Planning and Visualization Tool for the Nuss Procedure

    Python 1

  5. surgical_robotics_challenge surgical_robotics_challenge Public

    Forked from surgical-robotics-ai/surgical_robotics_challenge

    Interactive Robot Assisted Suturing Simulation

    Python 1

  6. lean-ui lean-ui Public

    A modern web interface for verifying Lean proofs

    Python