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    <title>David Andrews</title>
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        content="David Andrews' personal website. CS undergrad at Georgia Tech working on LLM agents and intelligent systems.">
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            <p class="greeting">I'm David Andrews. I work on LLM agents.</p>
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                <a href="mailto:dha@xoba.com" class="cta-link">email me</a>
                <a href="assets/resume.pdf" class="resume-link" target="_blank">resume</a>
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            <p class="looking-for">CS undergrad at Georgia Tech. I build in the open.</p>
        </section>

        <section>
            <h2>what i'm working on</h2>
            <p>I'm currently working broadly on LLM agent research:</p>
            <p>
                With <a href="http://chaozhang.org/">Professor Chao Zhang</a>, I work on RL training for enhancing LLM
                agent reasoning and tool use. I also build the infrastructure behind this work, including sandbox
                management systems and asynchronous training frameworks.
            </p>
            <p>
                With <a href="https://faculty.cc.gatech.edu/~qrzhang/">Professor Qirun Zhang</a>, I work on using LLM
                agents to accelerate LLVM compiler bug fixing.
            </p>
            <p>
                With <a href="https://eiclab.scs.gatech.edu/pages/team.html">Professor Celine Lin</a> in the <a
                    href="https://eiclab.scs.gatech.edu/">EIC Lab</a>, I work on using LLM agents for hardware design.
            </p>
        </section>

        <section>
            <h2>select projects</h2>
            <ul class="project-list">
                <li>
                    <strong>DuckTrack</strong> — a tool for recording human computer use to build training data for
                    multimodal agents.
                    <span class="project-links"><a href="https://github.com/TheDuckAI/DuckTrack">github</a> / <a
                            href="https://duckai-site.netlify.app/blog/ducktrack">blog post</a></span>
                </li>
                <li>
                    <strong>emergent misalignment</strong> — replication and investigation of emergent misalignment from
                    benign fine-tuning.
                    <span class="project-links"><a href="https://github.com/Broyojo/emergent_misalignment">github</a> /
                        <a
                            href="https://www.lesswrong.com/posts/XC28DmEYPLqfwc8tf/we-need-a-better-way-to-evaluate-emergent-misalignment">LessWrong</a></span>
                </li>
                <li>
                    <strong>Multiturn RL SWE</strong> — multiturn reinforcement learning for software engineering
                    agents.
                    <span class="project-links"><a
                            href="https://github.com/MultiturnRL/Multiturn-RL-SWE">github</a></span>
                </li>
                <li>
                    <strong>LLM from Scratch</strong> — a small LLM running inside MIT's Scratch, the block-based kids
                    programming language.
                    <span class="project-links"><a href="https://github.com/Broyojo/llm_from_scratch">github</a></span>
                </li>
                <li>
                    <strong>PRM annotation platform</strong> — a platform for annotating process reward model training
                    data.
                    <span class="project-links"><a
                            href="https://github.com/TheDuckAI/prm_annotation_platform">github</a></span>
                </li>
            </ul>
        </section>

        <section>
            <h2>fun things about me</h2>
            <p>
                I've been hosting Minecraft servers for 13 years, which is how I originally got into Linux, system
                administration, and computers in general. These days I run infra for the <a
                    href="https://github.com/GT-Drehmal">GT Drehmal</a> community, an RPG adventure Minecraft server
                that I founded, and help host events for the <a href="https://www.2cml.org/">Cross Collegiate Minecraft
                    League</a> (2CML).
            </p>
            <p>
                I'm a member of the <a href="https://www.aisi.dev/">AI Safety Initiative</a> (AISI) club at GT as well
                as an organizer at <a href="https://duckai-site.netlify.app/">DuckAI</a>, an open source research
                community at GT.
            </p>
            <p>
                I played piano for 10 years, and I particularly enjoy classical or new age music. I also played baritone
                horn.
            </p>
            <p>
                I'm a three-stripe white belt in BJJ, beginner climber, and avid hiker.
            </p>
            <p>
                I enjoy cooking (LLM-assisted) and origami!
            </p>
        </section>

        <section>
            <h2>interests</h2>
            <div class="tag-group">
                <span class="tag-label">AI & ML</span>
                <div class="tags">
                    <span class="tag">large language models</span>
                    <span class="tag">reinforcement learning</span>
                    <span class="tag">computer-use models</span>
                    <span class="tag">humanoid robotics</span>
                    <span class="tag">nature of intelligence</span>
                    <span class="tag">systems for ML</span>
                </div>
            </div>
            <div class="tag-group">
                <span class="tag-label">systems & infra</span>
                <div class="tags">
                    <span class="tag">operating systems</span>
                    <span class="tag">compilers</span>
                    <span class="tag">distributed computing</span>
                    <span class="tag">kubernetes</span>
                    <span class="tag">linux & sysadmin</span>
                </div>
            </div>
            <div class="tag-group">
                <span class="tag-label">languages</span>
                <div class="tags">
                    <span class="tag">Python</span>
                    <span class="tag">Rust</span>
                    <span class="tag">C / C++</span>
                </div>
            </div>
            <div class="tag-group">
                <span class="tag-label">other</span>
                <div class="tags">
                    <span class="tag">hardware & circuits</span>
                    <span class="tag">computer graphics</span>
                    <span class="tag">physics simulation</span>
                </div>
            </div>
        </section>

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