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<!DOCTYPE html>
<html lang='en'>
<head>
<meta charset="UTF-8">
<meta name="viewport" content="Width=device-width, initial-scale=1.0" />
<meta name="description" content="Evan Frick's Personal Website">
<meta name="keywords" content="Evan Frick, UC Berkeley">
<link rel="stylesheet" href="style.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
<link rel="icon" type = "image/svg+xml" href = "assets/img/logo-transparent.png">
<title>Evan Frick</title>
</head>
<body>
<section id="nav">
<!-- <img class="logo" src="assets/img/icon/logo-purple.png" /> -->
<nav class="nav">
<div class="nav-list">
<!-- <a class="link" href="#home" >home</a> -->
<a class="link" href="#about">About</a>
<a class="link" href="#publications">Publications</a>
<a class="link" href="#experience">Experience</a>
<a class="link" href="#education">Education</a>
<a class="link" href="#contact">Contacts</a>
<!-- <a class="link" href="TODO_RESUME_LINK">résumé</a> -->
</div>
</nav>
</section>
<!-- <section id="home">
<h1 class="header">Home</h1>
<div class="hero">
TODO_CONTENT
</div>
</section> -->
<section id="about">
<h1 class="header">About</h1>
<div class="hero">
<div class="container">
<img src="images/self.png" alt="pfp.png" class="wrap-image">
<!-- <div class="shifted"> -->
<p>Hi, I'm Evan. I am an Electrical Engineering and Computer Science (EECS) master's student at UC Berkeley, advised by Professor <a href="https://people.eecs.berkeley.edu/~jiantao/">Jiantao Jiao</a>. I also completed my bachelor's degree in computer science at Berkeley.</p>
<br>
<p>My research focuses on Reinforcement Learning with Human Feedback (RLHF) for fine-tuning LLMs. Currently, much of my efforts revolve around reward model training and benchmarking.</p>
<br>
<p>I am also a Research Engineer at <a href="https://nexusflow.ai/">Nexusflow</a>, where I work on training LLMs like <a href="https://huggingface.co/Nexusflow/Athene-70B">Athene-70B</a>. I also work with <a href="https://blog.lmarena.ai/about/">Chatbot Arena</a>, mainly on modeling human preferences and building LLM/RM benchmarks.</p>
<!-- </div> -->
</div>
</div>
</section>
<section id="publications">
<h1 class="header">Select Publications</h1>
<div class="hero">
<b><a href="https://arxiv.org/abs/2410.14872">How to Evaluate Reward Models for RLHF [In Review]</a></b>
<p>Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios N. Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, and Ion Stoica. (2024).</p>
<br>
<b><a href="https://openreview.net/pdf?id=GqDntYTTbk">Starling-7B: Improving Helpfulness and Harmlessness with RLAIF. [COLM Spotlight]</a></b>
<p>Banghua Zhu*, Evan Frick*, Tianhao Wu*, Hanlin Zhu, Karthik Ganesan, Wei-Lin Chiang, Jian Zhang, and Jiantao Jiao. (2024).</p>
<br>
<b><a href="https://arxiv.org/abs/2406.11939">From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline. [In Review]</a></b>
<p>Tianle Li*, Wei-Lin Chiang*, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, and Ion Stoica. (2024).</p>
<br>
<b><a href="https://nexusflow.ai/blogs/athene"> Athene-70B: Redefining the Boundaries of Post-Training for Open Models.</a></b>
<p>Evan Frick*, Peter Jin*, Tianle Li*, Karthik Ganesan, Jian Zhang, Jiantao Jiao, and Banghua Zhu. (2024).</p>
</div>
</section>
<section id="experience">
<h1 class="header">Experience</h1>
<div class="hero">
<b>Sky Lab</b> | Researcher | May 24 - Present | Part-time
<p>Working on Chatbot Arena and model evaluations.</p>
<br>
<b>Nexusflow</b> | Machine Learning Engineer | Nov 23 - Present | Full-time
<p>Improving chat models with RLHF. Training enterprise grade function calling LLMs.</p>
<br>
<b>Berkeley Artificial Intelligence Research</b> | Researcher | Aug 23 - Present | Part-time
<p>Making LLMs better with RLHF. Advised by Professor Jiantao Jiao.</p>
<br>
<b>Microsoft</b> | Software Engineer Intern | May 23 - Aug 23 | Full-time
<p>Worked on an all-encompassing environment-level change tracking and analytics system.</p>
<br>
<b>UC Berkeley CDSS</b> | Undergraduate Researcher| Jan 23 - May 23 | Part-time
<p>Researched Vision Transformer robustness in the dermatology domain.</p>
<br>
<b>Microsoft</b> | Software Engineer Intern | May 22 - Aug 22 | Full-time
<p>Worked on secure server allocation systems for a 10,000 server build environment.</p>
<br>
<b>Chess.com</b> | Software Intern | Jun 21 - Aug 21 | Full-time
<p>Made buttons button, clicks click, and moves move.</p>
</div>
</section>
<section id="education">
<h1 class="header">Education</h1>
<div class="hero">
<p><b>UC Berkeley Electrical Engineering and Computer Science</b> | 2024 - Present</p>
<p>M.S. in Electrical Engineering and Computer Science.</p>
<br>
<p><b>UC Berkeley Computing, Data Science, and Society</b> | 2020 - 2024</p>
<p>B.A. in Computer Science, Minor in Data Science, Highest Distinction in General Scholarship.</p>
</div>
</section>
<section id="contact">
<h1 class="header">Contact</h1>
<div class="hero">
<p>Email: evanfrick[at]berkeley[dot]edu</p>
<p>Google Scholar: <a href="https://scholar.google.com/citations?user=Op-47sgAAAAJ&hl=en">Evan Frick</a></p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/evan-frick/">Evan Frick</a>
<p>Twitter: <a href="https://twitter.com/evan_a_frick">@evan_a_frick</a></p>
</div>
</section>
<!-- <script src="script.js" defer></script> -->
</body>
</html>