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shimson94/README.md

Muzammil Hashim Chaudry

Final-year Computer Science student at the University of Birmingham, currently applying for graduate software engineering roles. Recently completed a 12-month placement as a Software Engineer Intern at Amadeus IT Group, where I built a big-data anomaly detection engine in Scala/Spark and led a full-stack legacy platform migration to Flask + Angular. Code from the placement is proprietary — see my CV or LinkedIn for details, or feel free to ask me about it directly.

CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit

Projects

Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management
A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across 100+ simultaneous client connections. Implemented thread-safe rule storage with dynamic resizing for improved memory efficiency, and structured client-server communication over sockets. Stress-tested against 1,000+ concurrent requests with 99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.

Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL
A 3-tier client-server application for managing a vinyl records collection, with a PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction. Built a modular server architecture over TCP to handle multiple concurrent clients, with the design intended to support future features like authentication and search.

Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J
An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word embeddings and Deeplearning4J for the classification model. Used ND4J for efficient array processing on larger datasets, with a custom tokenisation and stemming stage that improved classification accuracy.

Let's Connect

Pinned Loading

  1. advanced-news-classifieradvanced-news-classifierPublic

    Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML

  2. csrs-automated-assessmentcsrs-automated-assessmentPublic

    Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python

  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic

    Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java

  4. lyralyraPublic

    2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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2
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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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2
followers
 · 2
following

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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

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

Skip to content
View shimson94's full-sized avatar
2
followers
 · 2
following

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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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2
followers
 · 2
following

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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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View shimson94's full-sized avatar
2
followers
 · 2
following

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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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2
followers
 · 2
following

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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript

, '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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shimson94/README.md
Muzammil Hashim Chaudry
Final-year Computer Science student at the University of Birmingham, currently
applying for graduate software engineering roles. Recently completed a 12-month
placement as a Software Engineer Intern at Amadeus IT Group, where I built a
big-data anomaly detection engine in Scala/Spark and led a full-stack legacy
platform migration to Flask + Angular. Code from the placement is proprietary —
see my CV or LinkedIn for details, or feel free to ask me about it directly.
CJavaPythonScalaJavaScriptSQLFlaskAngularApache SparkGit
Projects
Network Firewall Server & Client — November 2024
CMultithreadingSocketsMemory Management

A multithreaded firewall server capable of enforcing 1,000+ dynamic rules across
100+ simultaneous client connections. Implemented thread-safe rule storage with
dynamic resizing for improved memory efficiency, and structured client-server
communication over sockets. Stress-tested against 1,000+ concurrent requests with
99.9% traffic filtering accuracy and 100% reliability across 10+ edge cases.
Vinyl Records Database — March–April 2024
JavaJDBCJavaFXPostgreSQL

A 3-tier client-server application for managing a vinyl records collection, with a
PostgreSQL backend, JDBC-secured queries, and a JavaFX GUI for real-time interaction.
Built a modular server architecture over TCP to handle multiple concurrent clients,
with the design intended to support future features like authentication and search.
Advanced News Classifier — November–December 2023
JavaGloVeDeeplearning4JND4J

An NLP pipeline for classifying news articles by topic, using pre-trained GloVe word
embeddings and Deeplearning4J for the classification model. Used ND4J for efficient
array processing on larger datasets, with a custom tokenisation and stemming stage
that improved classification accuracy.
Let's Connect

Pinned
Loading
  1. advanced-news-classifieradvanced-news-classifierPublic
    
Performance-optimised ML news classifier with advanced algorithmic improvements. Features HashMap O(1) lookup optimisation, Stanford CoreNLP integration, and comprehensive benchmarking suite. Demon…

    HTML
  2. csrs-automated-assessmentcsrs-automated-assessmentPublic
    
Automated assessment platform for programming coursework built with Next.js, Flask, SQLite, Docker, and CI/CD. Features an autograder, API, and responsive UI for the Coursework Submission and Revie…

    Python
  3. vinyl-records-db-client-tcp-servervinyl-records-db-client-tcp-serverPublic
    
Multi-threaded TCP client-server JavaFX application with JDBC and PostgreSQL backend for querying vinyl record availability by artist and shop location. Developed as a university full-stack network…

    Java
  4. lyralyraPublic
    
2025 BirmingHack Hackathon! Song stuck in your head? Sing it to Lyra, and it will leverage voice to text API's and search Genius with potential songs you may be singing.

    TypeScript