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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width,initial-scale=1" />
<title>HCK_Labs — Marcin Firmuga</title>
<meta name="description" content="HCK_Labs — From micrograd to miniGPT. Practical AI projects & developer tools." />
<!-- Google Fonts -->
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600;700&family=Orbitron:wght@600;700&display=swap" rel="stylesheet">
<!-- Main Style CSS file -->
<link rel="stylesheet" href="/src/core/css/main.css">
</head>
<body>
<!-- ============== NAVBAR ============== -->
<header class="navbar" role="banner" aria-label="Main navigation">
<div class="nav-left">
<a href="index.html"><div class="logo" id="logo">HCK_<span>Labs</span></div></a>
</div>
<nav class="nav-right" aria-label="Primary">
<a href="#about">About</a>
<a href="#projects">Projects</a>
<a href="#tools">Tools</a>
<a href="#notes">Notes</a>
<a href="#contact">Contact</a>
</nav>
</header>
<!-- Background images -->
<div id="bg-layer-a" class="bg-layer" style="background-image:url('src/core/assets/images/bg-space-1.jpg')"></div>
<div id="bg-layer-b" class="bg-layer" style="background-image:url('src/core/assets/images/bg-space-2.jpg'); opacity:0;"></div>
<div id="bg-overlay" class="bg-overlay" aria-hidden="true"></div>
<!-- ============== HERO CENTER ============== -->
<div class="hero-fixed" id="hero-fixed" role="region" aria-label="Main hero">
<div class="logo-small">HCK_<span>Labs</span></div>
<h1 id="hero-title" class="hero-title">Building imagine portfolio-education environmentt.</h1>
<p id="hero-sub" class="hero-sub">From micrograd proofs to deployable experiments — practical AI for curious builders.</p>
<!-- === HERO Options === -->
<div class="hero-ctas">
<a class="btn" href="#projects">View Projects</a>
<button class="btn-outline" id="open-gpt">Open hck-GPT</button>
<button class="btn-outline" id="open-files">Open HCK_Files manager</button>
<button class="btn-outline" id="open-diag">Diagnostic Console</button>
<a class="btn-ghost" href="#tools">Explore Tools</a>
<div class="proworks-wrapper">
<div class="proworks-panel yellow">Current Proworks on:</div>
<div class="proworks-panel dark">PC_Workman-HCK</div>
</div>
<!-- ///// HERO Options ///// -->
</div>
</div>
<!-- ========= Invisible sentinels stacked vertically to drive hero bg/text changes. ========= -->
<main id="main">
<div class="sentinel" data-title="HCK_ — my Educational Repo." data-sub="From micrograd proofs to deployable experiments." data-bg="src/core/assets/images/bg-space-1.jpg"></div>
<div class="sentinel" data-title="From micrograd to miniGPT." data-sub="Autograd, attention and reproducible models." data-bg="src/core/assets/images/bg-space-2.jpg"></div>
<div class="sentinel" data-title="HCK_Labs — practical AI." data-sub="Tools, notebooks and deployments for recruiters to love." data-bg="src/core/assets/images/bg-space-3.jpg"></div>
<!-- ====================================-->
<!-- AFTER the hero-sentinels -> To normal page -->
<!-- ======== Section - STATS ======== -->
<section id="highlights" class="section highlights">
<div class="container grid grid-4">
<div class="stat-card">
<div class="stat-num" data-target="5">0</div>
<div class="stat-label">Projects</div>
<div class="tags">
* hck-portfolio-dev<br>
* PC_Workman-HCK<br>
* micrograd_hck_engine-Py<br>
* hck-GPT<br>
* HCK_Files Manager
</div>
</div>
<div class="stat-card">
<div class="stat-num" data-target="8230">0</div>
<div class="stat-label">Lines of code</div>
<div class="tags">
* hck-GPT: ~1.5k<br>
* PC_Workman: ~2.3k<br>
* portfolio-dev: ~3.2k<br>
* others: ~1.2k
</div>
</div>
<div class="stat-card">
<div class="stat-num" data-target="2190">0</div>
<div class="stat-label">Days of learning</div>
</div>
<div class="stat-card">
<div class="stat-num" data-target="2">0</div>
<div class="stat-label">Certs in progress</div>
<div class="tags">
* Google Professional ML Engineer<br>
* IBM AI Engineering Specialization<br>
* NASK Cybersecurity Fundamentals
</div>
</div>
</div>
</section>
<!-- ======== SECTION - HOW_IT_WORKS_CROSS.txt ======== -->
<section id="how-it-works" class="section how-it-works">
<div class="container how-container">
<div class="how-header">
<img src="src/core/assets/icons/icon-notepad.png" alt="Notepad icon" class="how-icon">
<h2>HOW_IT_WORKS_CROSS.txt</h2>
</div>
<p class="how-description">
<strong>HOW_IT_WORKS_CROSS.txt</strong> — edukacyjny plik tekstowy dokumentujący <em>jak działają poszczególne elementy projektu</em>.
Umieszczany w każdym folderze — nawet testowym czy bezużytecznym — opisuje szczegóły powiązań między plikami i ich funkcje.
</p>
<div class="how-content">
<div class="how-section">
<h3>A. Struktura i cele</h3>
<p>
Plik opisuje dokładnie cel każdego skryptu i modułu, np.:
<code>components/main.css</code> — odpowiada za stylizację głównych sekcji strony.
<code>PC_Workman_HCK/Core/analyzer.py</code> — analizuje procesy, obciążenie CPU i loguje dane do systemu diagnostycznego.
</p>
</div>
<div class="how-section">
<h3>B. Połączenia i zależności</h3>
<p>
HOW_IT_WORKS_CROSS.txt wskazuje, w jaki sposób pliki komunikują się ze sobą:
np. <code>monitor.py</code> → wysyła dane do <code>logger.py</code> i eksportuje wyniki do <code>data/report.csv</code>.
Określa też, jak wywoływane są komendy, które uruchamiają skrypty poprzez <code>import_core.py</code>.
</p>
</div>
</div>
<!-- Small text window -->
<div class="how-window">
<p><span class="how-path">how_it_works_cross.txt — Working structure:</span></p>
<p>• Found in every project folder.<br>
• Describes code purpose, dependencies, and file roles.<br>
• Defines commands linking modules like <code>import_core.py</code>.<br>
• Tracks how components like <code>monitor.py</code> store results (e.g. CSV logs).<br>
• Acts as an educational layer for understanding the system.
</p>
</div>
</div>
</section>
<!-- ======== Section - About ======== -->
<section id="about" class="section about">
<div class="container two-col">
<div class="about-left">
<h2>About me</h2>
<ul class="about-list">
<li>Technik Informatyk, który zamiast mówić o AI — po prostu je buduje.</li>
<li>Skupiam się na podstawach modeli: od <strong>micrograd</strong>, przez <strong>MLP</strong>, po <strong>Transformery</strong> i <strong>miniGPT</strong>.</li>
<li>Tworzę otwarte, edukacyjne repozytoria z czytelnymi README, notebookami i powtarzalnymi eksperymentami.</li>
<li>Równolegle rozwijam własne narzędzia: <em>explorery plików, konsole diagnostyczne</em> i lokalne środowiska LLM.</li>
<li>Cel: doprowadzić te projekty do formy produkcyjnej — jako portfolio gotowe dla zespołów AI klasy OpenAI / DeepMind.</li>
</ul>
<a class="btn" href="/about">Read full story</a>
</div>
<div class="about-right">
<img src="" alt="Work in progress" class="work-screenshot">
</div>
</div>
</section>
<!-- ======== Section - Featured projects ======== -->
<section id="featured" class="section featured">
<div class="container">
<h2>Featured projects</h2>
<div class="carousel" id="carousel">
<button class="carousel-nav prev" aria-label="Previous">‹</button>
<div class="carousel-track">
<article class="card">
<img src="" alt="miniGPT sample">
<h3>miniGPT — Educational decoder</h3>
<p>Minimal GPT-style model with notebooks explaining attention and training loops.</p>
<div class="card-actions"><a href="#" class="link">Repo</a> <a href="#" class="link">Notebook</a></div>
</article>
<article class="card">
<img src="" alt="transformer">
<h3>Transformer Visualizer</h3>
<p>Interactive visualizer that demonstrates attention maps and token flow.</p>
<div class="card-actions"><a href="#" class="link">Repo</a> <a href="#" class="link">Demo</a></div>
</article>
<article class="card">
<img src="" alt="recommender">
<h3>AI Recommender — HuckHub</h3>
<p>Recommendation engine prototype built for HuckHub — product matching via embeddings.</p>
<div class="card-actions"><a href="#" class="link">Repo</a> <a href="#" class="link">Demo</a></div>
</article>
</div>
<button class="carousel-nav next" aria-label="Next">›</button>
</div>
</div>
</section>
<!-- Projects grid -->
<section id="projects" class="projects-section">
<h2>Projects</h2>
<div class="projects-filters">
<button class="filter active">All</button>
<button class="filter">AI</button>
<button class="filter">Software</button>
<button class="filter">Python</button>
<button class="filter">Web</button>
<button class="filter">Tools</button>
</div>
<div id="projects-grid" class="projects-grid">
<!-- hck-GPT -->
<div class="project-card">
<h3>hck-GPT</h3>
<p class="project-desc">
Custom educational LLM built from scratch — modular, interpretable, and integrated with future HCK systems.
</p>
<p class="project-details">
• Integration: web console + local tools<br>
• Future: internal chat access in portfolio<br>
• Focus: architecture, fine-tuning, and inference pipeline
</p>
<div class="project-tags">
<span>AI</span><span>Python</span><span>LLM</span><span>Web Integration</span>
</div>
<div class="project-links">
<a href="#" class="repo">Repo</a>
<a href="#" class="demo">Demo</a>
</div>
</div>
<!-- PC_Workman -->
<div class="project-card">
<h3>PC_Workman-HCK</h3>
<p class="project-desc">
Intelligent process analyzer powered by hck-GPT — monitoring CPU, memory, and software behavior.
</p>
<p class="project-details">
• Detects suspicious processes and anomalies<br>
• Diagnostic insights per component<br>
• Contextual hints (e.g. “Battlefield impact mode”)<br>
• Integrated with future HCK ecosystem
</p>
<div class="project-tags">
<span>Diagnostics</span><span>Security</span><span>AI Integration</span>
</div>
<div class="project-links">
<a href="#" class="repo">Repo</a>
<a href="#" class="demo">Demo</a>
</div>
</div>
<!-- Diagnostics Console -->
<div class="project-card">
<h3>Diagnostics Console</h3>
<p class="project-desc">
Web-based environment for testing and managing HCK components dynamically in-browser.
</p>
<p class="project-details">
• Toggle & reconnect front-end components<br>
• Test CSS/JS file dependencies<br>
• Verify DB access & GPT connection status<br>
• Future integration: hck-GPT suggestions
</p>
<div class="project-tags">
<span>Web Tools</span><span>Console</span><span>Database</span>
</div>
<div class="project-links">
<a href="#" class="repo">Repo</a>
<a href="#" class="demo">Demo</a>
</div>
</div>
<!-- HCK_Files Manager -->
<div class="project-card">
<h3>HCK_Files Manager</h3>
<p class="project-desc">
Explorer-style visualizer for browsing HCK_Labs repositories directly in the browser.
</p>
<p class="project-details">
• Read & edit files directly<br>
• Preview repository structure<br>
• Planned feature: syntax highlighting and auto-save
</p>
<div class="project-tags">
<span>Web</span><span>Explorer</span><span>Repo UI</span>
</div>
<div class="project-links">
<a href="#" class="repo">Repo</a>
<a href="#" class="demo">Demo</a>
</div>
</div>
</div>
</section>
<!-- ======== Section - Tools & Labs ======== -->
<section id="tools" class="section tools">
<div class="container">
<h2>Tools & Labs</h2>
<div class="tool-cards">
<div class="tool-card">
<h3>HCK_Files manager <span class="pill">alpha</span></h3>
<p>Explorer for project files — view relations, preview files, export logs.</p>
<div class="card-actions"><button class="btn" id="tool-files">Open Manager</button> <a class="link" href="#">Repo</a></div>
</div>
<div class="tool-card">
<h3>Diagnostic Console <span class="pill">beta</span></h3>
<p>Run connectivity tests (HTML → API → DB) with printable reports.</p>
<div class="card-actions"><button class="btn" id="tool-diag">Run Diagnostics</button> <a class="link" href="#">Docs</a></div>
</div>
<div class="tool-card">
<h3>hck-GPT <span class="pill">alpha</span></h3>
<p>Offline chatbot widget (simple prompts) for demos.</p>
<div class="card-actions"><button class="btn" id="tool-gpt">Open Chat</button> <a class="link" href="#">Readme</a></div>
</div>
</div>
</div>
</section>
<!-- ======== Section - Notes / Blog ======== -->
<section id="notes" class="section notes">
<div class="container">
<h2>Notes & Blog</h2>
<div class="notes-grid">
<article class="note-card"><h3>From Factory to AI Engineer — Part 1</h3><p>How I started with micrograd and built a training loop from scratch.</p><a class="link" href="#">Read</a></article>
<article class="note-card"><h3>Designing an HCK Files Manager</h3><p>Schema, UX and test strategies for a dev explorer.</p><a class="link" href="#">Read</a></article>
</div>
</div>
</section>
<!-- ======== HERO CENTER (BACK) ======== -->
<!-- (BACK and STOP WHEN user scroll to last SECTION (contact))-->
<div class="hero-bottom" id="hero-bottom">
<div class="logo-small">HCK_<span>Labs</span></div>
<h1 class="hero-title">HCK_Labs — practical AI</h1>
<p class="hero-sub">From micrograd proofs to deployable experiments.</p>
<div class="hero-ctas">
<a class="btn" href="#projects">View Projects</a>
<button class="btn-outline" id="open-gpt-bottom">Open hck-GPT</button>
<button class="btn-outline" id="open-files-bottom">Open HCK_Files manager</button>
<button class="btn-outline" id="open-diag-bottom">Diagnostic Console</button>
<a class="btn-ghost" href="#tools">Explore Tools</a>
</div>
</div>
<!-- ======== SECTION - Contact ======== -->
<section id="contact" class="section contact">
<div class="contact-panel">
<div class="contact-info">
<h2>Let's Connect</h2>
<p>Have an idea, project, or collaboration in mind?<br>Drop me a message — let’s build something innovational together.</p>
<div class="contact-data">
<p><strong>Email:</strong> <a href="mailto:firmuga.marcin.s@gmail.com">firmuga.marcin.s@gmail.com</a></p>
<p><strong>GitHub:</strong> <a href="https://github.com/HuckleR2003">github.com/HuckleR2003</a></p>
<p><strong>LinkedIn:</strong> <a href="https://www.linkedin.com/in/MarcinFirmuga">linkedin.com/in/MarcinFirmuga</a></p>
</div>
</div>
<form id="contact-form" class="contact-form">
<div class="form-row">
<label>
<span>Your Name</span>
<input type="text" name="name" placeholder="Enter your name" required>
</label>
<label>
<span>Your Email</span>
<input type="email" name="email" placeholder="example@email.com" required>
</label>
</div>
<label class="full">
<span>Message</span>
<textarea name="message" rows="6" placeholder="Write your message..." required></textarea>
</label>
<button class="btn send-btn" type="submit">Send Message</button>
</form>
</div>
</section>
<footer class="footer">
<div class="container foot-grid">
<div>© <strong>HCK_Labs</strong> — Marcin Firmuga</div>
<div><a class="link" href="/changelog">CHANGELOG</a> · <a class="link" href="/sitemap">Sitemap</a></div>
</div>
</footer>
</main>
<!-- Modal overlay -->
<div id="modal-overlay" class="modal-overlay" aria-hidden="true">
<div class="modal">
<button id="modal-close" class="modal-close" aria-label="Close">✕</button>
<div id="modal-content" class="modal-content"></div>
</div>
</div>
<!-- ================== JS Entry ================== -->
<script type="module" src="src/core/js/main.js"></script>
</body>
</html>