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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

  2. commavq_compressorcommavq_compressorPublic

    Comma AI Challenge -- 2.96x Lossless Video Compression

    Python 1

  3. waterloo-rocketry/cansw_canardswaterloo-rocketry/cansw_canardsPublic

    Firmware for the 1st and 2nd interations of the active roll control canards project.

    C 9

  4. klitty-hackklitty-hackPublic

    BLE protocol for SVAKOM Klitty merged into buttplug at PR #912

    Rust

  5. worker-facefusionworker-facefusionPublic

    Custom backend for runpod serverless environment. Originally forked from @facefusion

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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SAT-oO/README.md

Hi, I'm Tina 👋

I'm a Mechatronics Engineering undergraduate at the University of Waterloo. I specialize in building low-level firmware, scaling cloud infrastructure, and diving deep into complex technical systems.

Member of Team Conventional Commits because messy git history is painful. I've also tacked on custom tags like skills:, rules:, and automate: to keep my AI tooling version-controlled.

🚀 What I'm up to:

  • Infrastructure: Optimizing self-hosted AI model backends to maximize resource utilization.
  • Firmware: Doing the final push on sounding rocket controller firmware before launch.
  • ML: Building up NN fundamentals and real-time media processing from first principles.
  • Content Creation: Developing automated video-creation workflows (and gaining traction!).

📅 Looking for Winter 2027 Co-op Opportunities Building high-performance AI systems and scaling infrastructure.

📫 Connect with me:z869liu@uwaterloo.ca

Pinned Loading

  1. micrograd-rsmicrograd-rsPublic

    Micrograd reimplemented in rust for funzies.

    Rust

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