View galinilin's full-sized avatar
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116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e 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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View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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('^' + ".*" + '
Skip to content
View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

Block or report galinilin

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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 \u003e 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('^' + ".*" + '
Skip to content
View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

Block or report galinilin

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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" + '
Skip to content
View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

Block or report galinilin

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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
View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

Block or report galinilin

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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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116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3

, '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); } })(); })();
Skip to content
View galinilin's full-sized avatar
🏳️‍⚧️
🏳️‍⚧️
116 followers · 269 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Arctic Code Vault Contributor

Organizations

@NVIDIAGameWorks@rsparametrelerbutunu

Block or report galinilin

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galinilin/README.md

Gali here! 👋

Machine Learning Engineer

🔗 Connect with Me

Connect on LinkedInSubscribe on SubstackFollow on XFollow on Medium

About Me

I am a hands-on engineer with 7+ years of deep engagement in Machine Learning (from early seq2seq/GANs to modern Agentic AI systems) and 4+ years of production Full-Stack experience. In my current work, I aim to bridge the gap between "what AI can do" in theory and "what AI should do for us" in practice.

My motivation goes beyond code. I view Artificial Intelligence not as a product for the few, but as a collective achievement that should function as a universal utility. I believe the benefits of this technology belong to the world, and I am dedicated to engineering the infrastructure that turns this potential into a safe, borderless tool that fundamentally improves the condition of life.

Currently, I am focused on building Agentic AIs, Reasoning LLMs while keeping an eye on cutting edge AI/ML research being made by the greatest minds. I apply rigorous engineering standards to orchestrate intelligent workflows that democratize access to intelligence and solve complex problems for the wellness of all living beings.

My latest articles

galinilin

Pinned Loading

  1. artificialneural.networkartificialneural.networkPublic

    artificialneural.network: Interactive Artificial Neural Network, built with tensorflow.js and p5.js

    JavaScript 9 1

  2. docgemma-connectdocgemma-connectPublic

    FastAPI backend for DocGemma - LangGraph-based medical AI agent with FHIR R4 EHR, drug safety, literature search, and medical imaging tools. Powered by MedGemma via vLLM.

    Python 1

  3. deepvariant-tfjsdeepvariant-tfjsPublic

    DeepVariant 1.8 WGS visualized, in your browser via tensorflow.js and p5.js

    TypeScript 1

  4. tf_encdec_seq2seqtf_encdec_seq2seqPublic

    Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

    Python 13 4

  5. genetik-mi-algoritmalargenetik-mi-algoritmalarPublic

    "Genetik mi Algoritmalar?" yazı serime ait herşey. (Henüz tamamlanmadı) https://medium.com/rsparametrelerbutunu

    Jupyter Notebook 2

  6. tf_teknofest_qatf_teknofest_qaPublic

    Teknofest 2018 Yapay Zeka yarışması için geliştirdiğim Soru-Cevap modeli.

    Python 12 3