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<!DOCTYPE html>
<html lang="en" data-theme="light">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>CV — HongLin He</title>
<link rel="stylesheet" href="/assets/style.css">
<script src="/assets/i18n.js"></script>
</head>
<body>
<nav class="site-nav">
<a href="/" class="nav-brand">HongLin He</a>
<div class="nav-links">
<a href="/papers.html" data-i18n="nav_papers">Papers</a>
<a href="/projects.html" data-i18n="nav_projects">Projects</a>
<a href="/awards.html" data-i18n="nav_awards">Awards</a>
<a href="/cv.html" class="active" data-i18n="nav_cv">CV</a>
</div>
<div class="nav-controls">
<select id="lang-select" onchange="switchLang(this.value)">
<option value="en">English</option>
<option value="zh-CN">中文简体</option>
<option value="zh-TW">中文繁體</option>
<option value="ja">日本語</option>
<option value="ko">한국어</option>
<option value="fr">Français</option>
<option value="de">Deutsch</option>
<option value="es">Español</option>
</select>
<button class="theme-toggle" onclick="toggleTheme()" title="Toggle dark mode">🌙</button>
</div>
</nav>
<main class="container">
<h1 data-i18n="cv_title">CV</h1>
<!-- Profile -->
<section class="animate-on-scroll">
<div class="cv-profile-card">
<div class="cv-profile-header">
<img src="https://avatars.githubusercontent.com/u/57283862?v=4" alt="HongLin He" class="cv-avatar">
<div>
<h2 style="margin-top:0;border:none;padding:0">HongLin He</h2>
<p class="tagline" data-i18n="cv_tagline" style="margin:0;font-size:1em;max-width:500px">Independent researcher · Full-stack engineer · Open source contributor</p>
</div>
</div>
<div class="cv-contact-row">
<span>✉ <a href="mailto:hehonglin525@gmail.com">hehonglin525@gmail.com</a></span>
<span>⌘ <a href="https://github.com/ViewWay">GitHub/ViewWay</a></span>
<span>🌐 <a href="https://viewway.github.io">viewway.github.io</a></span>
</div>
</div>
</section>
<hr class="section-divider">
<!-- Education -->
<section class="animate-on-scroll">
<h2 data-i18n="cv_education">Education</h2>
<div class="cv-timeline">
<div class="cv-timeline-item">
<div class="cv-timeline-dot"></div>
<div class="cv-timeline-content">
<h3 data-i18n="cv_selfresearch">Self-directed Research</h3>
<p class="cv-timeline-date" data-i18n="cv_mlfocus">in Machine Learning & NLP (2024–present)</p>
<p data-i18n="cv_mltopic">Focus: Hyperbolic geometry, quantum-inspired IR, LLM context extension</p>
</div>
</div>
<div class="cv-timeline-item">
<div class="cv-timeline-dot"></div>
<div class="cv-timeline-content">
<h3 data-i18n="cv_infosec">Information Security Engineer</h3>
<p class="cv-timeline-date" data-i18n="cv_ruankao">National Computer Technology Qualification (in preparation)</p>
</div>
</div>
</div>
</section>
<hr class="section-divider">
<!-- Skills -->
<section class="animate-on-scroll">
<h2 data-i18n="cv_skills">Technical Skills</h2>
<div class="skills-section">
<div class="skills-category">
<h3 data-i18n="cv_sk_lang">Programming Languages</h3>
<div class="skills-tags">
<span class="skill-tag">Python</span>
<span class="skill-tag">Rust</span>
<span class="skill-tag">Zig</span>
<span class="skill-tag">TypeScript</span>
<span class="skill-tag">Go</span>
<span class="skill-tag">C/C++</span>
<span class="skill-tag">Java</span>
<span class="skill-tag">Shell</span>
</div>
</div>
<div class="skills-category">
<h3 data-i18n="cv_sk_ai">AI / Machine Learning</h3>
<div class="skills-tags">
<span class="skill-tag">PyTorch</span>
<span class="skill-tag">NumPy</span>
<span class="skill-tag">SciPy</span>
<span class="skill-tag">LLM APIs</span>
<span class="skill-tag">RAG</span>
<span class="skill-tag">Hyperbolic Embeddings</span>
<span class="skill-tag">Context Compression</span>
</div>
</div>
<div class="skills-category">
<h3 data-i18n="cv_sk_embedded">Embedded & IoT</h3>
<div class="skills-tags">
<span class="skill-tag">Cortex-M0+/M4</span>
<span class="skill-tag">FreeRTOS</span>
<span class="skill-tag">no_std Rust</span>
<span class="skill-tag">DLMS/COSEM</span>
<span class="skill-tag">Smart Metering</span>
</div>
</div>
<div class="skills-category">
<h3 data-i18n="cv_sk_web">Web & Desktop</h3>
<div class="skills-tags">
<span class="skill-tag">React</span>
<span class="skill-tag">Vue</span>
<span class="skill-tag">Tauri 2</span>
<span class="skill-tag">FastAPI</span>
<span class="skill-tag">Zustand</span>
<span class="skill-tag">Vite</span>
</div>
</div>
<div class="skills-category">
<h3 data-i18n="cv_sk_tools">Tools & DevOps</h3>
<div class="skills-tags">
<span class="skill-tag">Git</span>
<span class="skill-tag">GitHub Actions</span>
<span class="skill-tag">MkDocs</span>
<span class="skill-tag">LaTeX</span>
<span class="skill-tag">Docker</span>
<span class="skill-tag">io-uring</span>
</div>
</div>
</div>
</section>
<hr class="section-divider">
<!-- Projects -->
<section class="animate-on-scroll">
<h2 data-i18n="cv_projects">Projects</h2>
<div class="project-card">
<h3>UCEF — Universal Context Extension Framework</h3>
<p data-i18n="cv_ucef_detail">Model-agnostic framework enabling any LLM to process documents far exceeding its context window via hyperbolic retrieval, quantum-inspired selection, adaptive compression, and quality feedback. Achieved +10.3% (GLM-4) and +19.3% (DeepSeek-v3) over baseline RAG on LongBench.</p>
<p class="paper-meta">Stack: Python, NumPy, SciPy, Zhipu API, DeepSeek API</p>
<p class="paper-links"><a href="https://github.com/ViewWay/UCEF">GitHub</a> · <a href="https://viewway.github.io/UCEF/">Docs</a></p>
</div>
<div class="project-card">
<h3>Nexus — Production-Grade Rust Web Framework</h3>
<p data-i18n="cv_nexus_detail">High-availability web framework with custom io-uring async runtime. 58 crates covering HTTP server, data layer (ORM, connection pool), observability (tracing, metrics), i18n, and Web3. 220K+ lines of Rust.</p>
<p class="paper-meta">Stack: Rust, io-uring, epoll, kqueue</p>
<p class="paper-links"><a href="https://github.com/ViewWay/nexus">GitHub</a> · <a href="/Nexus/">Docs</a></p>
</div>
<div class="project-card">
<h3>ZPython — Python 3.15 Interpreter in Zig</h3>
<p data-i18n="cv_zpython_detail">Complete Python interpreter implemented from scratch in Zig. Features PEG parser, bytecode compiler, custom garbage collector (reference counting + mark-sweep + generational), and full bytecode VM. 42K+ lines targeting CPython 3.15 spec.</p>
<p class="paper-meta">Stack: Zig, CPython 3.15 spec</p>
<p class="paper-links"><a href="https://github.com/ViewWay/ZPython">GitHub</a> · <a href="/ZPython/">Docs</a></p>
</div>
<div class="project-card">
<h3>FeMeter — Three-Phase Smart Energy Meter Firmware</h3>
<p data-i18n="cv_femeter_detail">Rust firmware for FM33A0xx (Cortex-M0+) smart electricity meters. 6×UART + 2×LPUART, FreeRTOS 11.x integration, DL/T645 protocol support. ~10,400 lines of embedded Rust.</p>
<p class="paper-meta">Stack: Rust, FreeRTOS, thumbv6m-none-eabi</p>
<p class="paper-links"><a href="https://github.com/ViewWay/femeter">GitHub</a></p>
</div>
<div class="project-card">
<h3>DLMS/COSEM Protocol Stack (Multi-Language)</h3>
<p data-i18n="cv_dlms_detail">Protocol stack implementations for smart meter communication in 4 languages: Rust (no_std compatible), Go, C99 (zero malloc), and C++17. Covers DLMS/COSEM application layer with HDLC/TCP transport.</p>
<p class="paper-meta">Stack: Rust, Go, C99, C++17</p>
<p class="paper-links"><a href="https://github.com/ViewWay/dlms-cosem-rust">Rust</a> · <a href="https://github.com/ViewWay/dlms-cosem-go">Go</a> · <a href="https://github.com/ViewWay/dlms-cosem-c">C</a> · <a href="https://github.com/ViewWay/dlms-cosem-cpp">C++</a></p>
</div>
<div class="project-card">
<h3>MiniHES — Cloud Smart Meter Reading System</h3>
<p data-i18n="cv_minihes_detail">Cloud-based intelligent meter reading system with DLMS/COSEM protocol stack integration and multi-communication adapter support. Full-stack application for energy data management.</p>
<p class="paper-meta">Stack: Vue, Python, DLMS/COSEM</p>
<p class="paper-links"><a href="https://github.com/ViewWay/MiniHES">GitHub</a></p>
</div>
<div class="project-card">
<h3>DevPilot — Desktop AI Development Assistant</h3>
<p data-i18n="cv_devpilot_detail">Tauri 2 desktop application for AI-powered development workflow management. 15 crates, full-stack Rust backend + React frontend with LLM integration.</p>
<p class="paper-meta">Stack: Rust, Tauri 2, React, TypeScript, Zustand</p>
<p class="paper-links"><a href="https://github.com/ViewWay/devpilot">GitHub</a></p>
</div>
<div class="project-card">
<h3>HBE — Multi-Platform AI Coding Enhancement Suite</h3>
<p data-i18n="cv_hbe_detail">Production-grade coding enhancement system with 10 specialized agents, 13 skills, and Ralph autonomous loop. Supports 10 languages and 4 AI platforms with closed-loop learning.</p>
<p class="paper-meta">Stack: Shell, TypeScript, Python</p>
<p class="paper-links"><a href="https://github.com/ViewWay/hermes-by-everythings">GitHub</a> · <a href="/HBE/">Docs</a></p>
</div>
<div class="project-card">
<h3>yimi-rutool — AI-Powered Java Tool Library in Rust</h3>
<p data-i18n="cv_rutool_detail">Using AI to replicate Java's Hutool utility library in Rust. Demonstrates AI-assisted cross-language porting with automated test generation.</p>
<p class="paper-meta">Stack: Rust</p>
<p class="paper-links"><a href="https://github.com/ViewWay/yimi-rutool">GitHub</a></p>
</div>
</section>
<hr class="section-divider">
<!-- Publications -->
<section class="animate-on-scroll">
<h2 data-i18n="cv_pubs">Publications</h2>
<div class="paper-card">
<h3>UCEF: Universal Context Extension Framework — Breaking the Context Barrier with Hyperbolic Geometry and Quantum-Inspired Selection</h3>
<p class="paper-meta">HongLin He · <em>arXiv preprint</em>, 2026</p>
<p class="paper-links"><a href="https://github.com/ViewWay/UCEF">GitHub</a> · <a href="https://viewway.github.io/UCEF/">Documentation</a></p>
</div>
</section>
<hr class="section-divider">
<!-- GitHub Stats -->
<section class="animate-on-scroll">
<h2 data-i18n="cv_github">Open Source Activity</h2>
<div class="stats-bar">
<div class="stat-item">
<div class="stat-number">30+</div>
<div class="stat-label" data-i18n="cv_os_repos">Original Repos</div>
</div>
<div class="stat-item">
<div class="stat-number">300K+</div>
<div class="stat-label" data-i18n="cv_os_loc">Lines of Code</div>
</div>
<div class="stat-item">
<div class="stat-number">10+</div>
<div class="stat-label" data-i18n="cv_os_langs">Languages Used</div>
</div>
<div class="stat-item">
<div class="stat-number">6+</div>
<div class="stat-label" data-i18n="cv_os_doc">Documented Projects</div>
</div>
</div>
</section>
</main>
<footer class="site-footer">
<p>© 2026 HongLin He</p>
</footer>
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