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
About Muhammad Shihab Rashid
I am an NLP and Generative AI professional with 6+ years of experience across Agentic AI,…
Experience
Applied Scientist Ii
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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