wboudy

Hi, I'm Will. I recently graduated from Johns Hopkins University, where I moved from a Bachelor's in Chemical Engineering to a Master's in Computer Science.

I like exploring what frontier AI can do, how to channel it into specific domains, and how to keep it reliable as it gets more capable. I like building the systems that bring it to life: agents, data pipelines, and evaluation infrastructure.

Experience

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    Machine Learning ResearcherDr. Nicholas Andrews · Human Language Technology Center of Excellence, Johns Hopkins

    Training deep research forecasting agents for general event prediction. Assembled a 95M-document, time-versioned Wikipedia index and wrote the async scraper that turns real-world data into forecasting questions across dozens of sources, from sports and finance to clinical trials and weather.

    Distributed Data Engineering
    LLM Evaluation
    Fall 2025-Presentlab
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    Software Development Engineer InternAmazon

    Built an LLM inference pipeline on Amazon Bedrock that generates product-catalog content across hundreds of thousands of products, and shipped it to users.

    Production ML
    AWS Infrastructure
    Summer 2025
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    Biopharma ResearcherBetenbaugh Lab · Advanced Mammalian Biomanufacturing Innovation Center, Johns Hopkins

    Genetically engineered CHO cell lines, the cells the industry uses to manufacture antibody drugs, to increase monoclonal antibody (mAb) yields. Also worked on fungal bioleaching, recovering metals from waste.

    Biomanufacturing
    Wet Lab Research
    2022-2024lab

Projects

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    Agentc

    Cuts the token cost of multi-step agent pipelines without changing application code. Traces every LLM call, reuses the repeated ones, and rewrites the expensive paths on its own.

    Cost Optimization
    Rust + Python
    Ongoinggit
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    Fly Orchestration Kit

    Runs a team of AI coding agents in parallel: it coordinates handoffs between them, retries and escalates when steps stall, and ships a library of 50+ prompts and 118 skills that work across Claude, Codex, and Gemini. Built on Emanuel's Flywheel.

    Prompt & Skill Library
    Agent Coordination
    Two-week project
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    Entropy Wiki

    Collects coding agent environments, orchestration frameworks, and reusable AI skills and prompts into one reference hub.

    Agent Ecosystems
    Skill Library
    Three-day projectgit
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    Mycelium

    Organizes research and development notes in a personal knowledge vault and Obsidian-style workspace.

    Note Systems
    Research Logs
    One-week projectgit
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    Research Intelligence Engine

    Returns cited answers across 100K+ arXiv papers through a two-stage RAG pipeline: semantic vector search followed by cross-encoder reranking.

    Scholarly Search
    Evidence Synthesis
    Two-week projectgit
more here→