Muhammad Shihab Rashid

Applied Scientist II at AWS | PhD @ UCR | Agentic AI, LLMs

Role
Applied Scientist Ii at Amazon Web Services (AWS)
Location
Seattle, WA, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Muhammad Shihab Rashid

I am an NLP and Generative AI professional with 6+ years of experience across Agentic AI,…

Experience

  1. Applied Scientist Ii

    Amazon Web Services (AWS)

    Jun 2024 — Present · Seattle, WA, US

    Developing AI-driven software development agents in Amazon Q to automate bug fixes and generate test execution harnesses for code repositories, with a focus on enhancing multi-language capabilities- Developed a multi-language coding benchmark and evaluation framework called SWE-PolyBench, covering 4 programming languages, 51 code repositories, and 2,285 coding tasks. SWE-PolyBench is open-sourced and has 2k+ total downloads on Hugging Face- Developing meta/super agents to orchestrate specialized sub agents for code, test, doc generation, specializing in multi-agent systems.

Education

  • Islamic University of Technology

    Bachelor of Science - BSc, Computer Science and Engineering

    2015 — 2018

  • University of California, Riverside

    Doctor of Philosophy - PhD, Computer Science

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Muhammad Shihab Rashid — Applied Scientist Ii at Amazon Web Services (AWS) in Seattle, WA, US | Unifers