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Ebtesam Haque

Mid-level AI Researcher specializing in LLMs, developer tools, and human-centered AI

George Mason UniversityGeorge Mason UniversityMcLean, VA4 Years ExperienceMid LevelWorks On-Site

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About

Research-focused AI engineer who built an agentic pipeline to automatically extract Sphinx-based API documentation/changelogs and generate synthetic tasks for a dynamic LLM code benchmark targeting real-world API evolution and deprecations. Experienced with multi-agent orchestration (AutoGen, LangChain, CrewAI) and rigorous evaluation methods, and has prior multi-agent work from a Microsoft Research internship.

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Key Strengths

  • Built an MVP pipeline to generate dynamic LLM benchmarks from evolving API docs/changelogs
  • Deep practical understanding of deprecated API behavior and how training-data distributions affect LLM codegen
  • Hands-on multi-agent orchestration experience (AutoGen/LangChain/CrewAI) including pre-framework scratch implementations
  • Strong evaluation mindset: combines offline benchmarks with qualitative user feedback and iterative test-case expansion
  • Pragmatic scoping and architecture decisions (narrowed to Sphinx; leveraged .inv structure; added validation step to enforce constraints)
  • Produced measurable findings (Gemini-2.5-Flash generated deprecated matplotlib behavior ~40% of the time)

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Experience

GRADUATE RESEARCH ASSISTANTSchar School of Policy and Government, George Mason University · Aug 2025 – Present
GRADUATE RESEARCH ASSISTANTInspired Lab, George Mason University · Aug 2022 – Present
RESEARCH INTERNMicrosoft Research · May 2023 – Aug 2023internship
NSF RESEARCH TRAINEECenter for Adaptive Systems of Brain Body Systems, George Mason University · Jun 2022 – May 2023

Education

George Mason Universitymaster, Computer Science (2025)
George Mason Universitydoctorate, Computer Science

Awards

  • CAHMP Fellowship - The Center for Advancing Human-Machine Partnership, George Mason University (Apr 2025)
  • St Jude Knowledge in Data Science BioHackathon Travel Award (Sep 2024)
  • National Science Foundation NRT Fellow - Center for Adaptive Systems of Brain-Body Interactions, George Mason University (June 2022)
  • NSF ICSE 2022 Travel Award - National Science Foundation (May 2022)
  • Top 50 Hacker - Major League Hacking (Jul 2021)
  • DragonHacks 2022 Winner (Multiple Awards) - Best Educational Hack (Drexel University, Twilio, Wolfram, Digital Ocean)
  • HackTech 2022 Winner (Multiple Awards) - Best Overall (California Institute of Technology)
  • MIT Hacking Medicine 2022 Winner - Second Overall (Massachusetts Institute of Technology)
  • MIT Water Hackathon 2022 Winner - Third Overall (Massachusetts Institute of Technology)
  • HackNYU 2022 Winner - Best Overall, Inclusion Track (New York University, MLH)
  • Hack Cambridge Atlas Winner - Best Hardware Hack (University of Cambridge, MLH)
  • T-Mobile AIOps Hackathon - Second Place Overall (T-Mobile, Microsoft, Tapioca)
  • TADHack 2021 (Multiple Awards) - Telnyx Winner; Symbl.ai Winner; Jambonz Winner; Subspace Winner; AWA Winner; Orlando Regional Winner
  • HackDuke - Inequality Track 1st Place (Duke University, Pfizer, Change.org, MLH)
  • HackDFW (Multiple Awards) - Amazon Challenge Winner; StateFarm Challenge Winner; Goldman Sachs Challenge Finalist; Match.com Finalist
  • HackHarvard Winner (Harvard University, MLH)
  • Superpositron 2021 Most Novel Hack (1517 Fund)
  • hello:world Sustainability Track Winner (IBM, University of California, Berkeley)
  • ShellHacks 2020 Winner - First Place Overall; Wolfram Award (Florida International University, Wolfram)
  • Hack’20 Winner - Best Use of Microsoft Azure (University of Washington, Microsoft)

Skills

ChromaDBDjangoFlaskHugging FaceJavaScriptLangChainLarge Language Models (LLMs)Machine LearningMatplotlibMongoDBMulti-Agent SystemsNext.jsNLTKNumPyPandas

Languages

English

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Ebtesam HaqueMid-level AI Researcher specializing in LLMs, developer tools, and human-centered AI