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umangtank/README.md

नमस्ते (Namaste), I'm Umang Tank!

I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.

umangtank

Connect with me-

Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram

📢 My Statistics:

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Profile Visits

Take a look at my Projects and lets work together.

Thank You!

Pinned Loading

  1. BackOrderBackOrderPublic

    Predicting Backorders using Machine Learning.

    Python 5

  2. News-Article-SortingNews-Article-SortingPublic

    This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python 2 1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic

    This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook 2

  4. census_income_predictioncensus_income_predictionPublic

    Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook 1

, '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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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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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 · 20
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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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('^' + ".*" + '

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🎯
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15
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 · 20
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Achievements
Achievement: Pull SharkAchievement: Quickdraw

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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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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 · 20
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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1


, '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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 · 20
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Achievements
Achievement: Pull SharkAchievement: Quickdraw

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umangtank/README.md
नमस्ते (Namaste), I'm Umang Tank!
I'm a Machine Learning Engineer with hands-on experience at Samyak Infotech Pvt Ltd.
umangtank
Connect with me-
Umang Tank | LinkedInUmang Tank | TwitterUmang Tank | Instagram
📢 My Statistics: 
GitHub Contribution Graph
Profile Visits
Profile Visits
Take a look at my Projects and lets work together.

Thank You!

Pinned
Loading
  1. BackOrderBackOrderPublic
    
Predicting Backorders using Machine Learning.

    Python
5

  2. News-Article-SortingNews-Article-SortingPublic
    
This web application is created for News Article sorting, Nowadays there are many sources to generate news which are in huge amount of data, so this app will help the user to sort the news accordin…

    Python
2

1

  3. twitter_sentiment_analysistwitter_sentiment_analysisPublic
    
This machine learning model to identify the hate speech tweets automatically, Flask for serving model API.

    Jupyter Notebook
2

  4. census_income_predictioncensus_income_predictionPublic
    
Predicting income based on census data using machine learning. Flask for serving model API.

    Jupyter Notebook
1