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<!DOCTYPE HTML>
<html lang="en">
<head>
<title>Ahmed El Sheikh</title>
<meta charset="utf-8" />
<meta name="description" content="My Portfolio" />
<meta name="keywords" content="Web Developer, Deep Learning, Artificial Intelligence, Machine Learning, Reinforcement Learning, Software Developer, Machine Learning Engineer, AI and Robotics Specialist, Full-Stack Developer, Data Scientist, Python Developer, Deep Learning Expert, Neural Networks, Natural Language Processing (NLP), Computer Vision, Reinforcement Learning, Data Analysis, Algorithm Design, Software Engineering, GitHub Portfolio, Project Showcase, Open Source Contributions, Artificial Intelligence Projects, Robotics Projects, Python, Java, C++, HTML, CSS, JavaScript, SQL, NoSQL, Git, AWS, Azure, Google Cloud, DevOps, Continuous Integration/Continuous Deployment (CI/CD), Problem-Solving, Technical Skills, Research Publications, Master's in AI and Robotics, AI Ethics, Machine Learning Models, Data Visualization, Code Optimization, Software Architecture, Robotics Software, IoT (Internet of Things), Automation, Computer Science, AI Algorithms" />
<meta name="author" content="Ahmed El Sheikh" />
<meta name="theme-color" content="#000000" />
<meta name="msapplication-navbutton-color" content="#000000" />
<meta name="apple-mobile-web-app-capable" content="yes" />
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent" />
<meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=3" />
<meta http-equiv="Cache-control" content="public, max-age=31536000">
<link rel="stylesheet" href="assets/css/main.css" />
<!-- Favicon -->
<link rel="icon" href="images/image.png" />
<noscript>
<link rel="stylesheet" href="assets/css/noscript.css" />
</noscript>
<script type="text/javascript">
function openTab(th) {
window.open(th.name, '_blank');
}
</script>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper">
<!-- Header -->
<header id="header">
<div class="logo">
<span class="icon fa-anchor"></span>
</div>
<div class="content">
<div class="inner">
<h1>Ahmed El Sheikh</h1>
<p>Cyber ML Engineer <br /> OWASP AI Author <br /> Publisher @ EMNLP 2021 Conference <br /> AI Masters holder from La Sapienza <br /> Freelance Web Apps Developer & Cyber Sec Defense Specalist.</p>
<!-- <p>Backend Developer/NLP Engineer <br /> EMNLP 2021 publisher <br /> AI & Robotics Masters holder from La Sapienza Universita di Roma. <br /> Web & Mobile apps Freelancer.</p> -->
</div>
</div>
<nav>
<ul>
<li><a href="#intro" aria-label="Abstract intro for the website">Intro</a></li>
<li><a href="#about" aria-label="Education, languages I speak, hobbies">About Me</a></li>
<li><a href="#portfolio" aria-label="Projects I implemented/currently working on">My portfolio</a>
</li>
</ul>
</nav>
</header>
<!-- Main -->
<div id="main">
<!-- Intro -->
<article id="intro">
<h2 class="major">Intro</h2>
<p>Hello, My name is Ahmed ElSheikh, I'm a master's holder from La Sapienza Universita Di Roma, Rome, Italy. <br>The MSc Major is Artificial Intelligence and Robotics.<br>As well as, I have been freelancing for more than 4 years.</p>
<br>
<p>Feel free to check my Github repos @ <a href="https://github.com/elsheikh21?tab=repositories">work</a> or check my portfolio section.</p>
</article>
<!-- Portfolio -->
<article id="portfolio">
<h2 class="major">Portfolio</h2>
<h3 >What do you want to see first?</h3>
<ul class='portfolio-inline-menu'>
<li class='portfolio-inline-menu-item'><a href="#publications">Publications</a></li>
<li class='portfolio-inline-menu-item'><a href="#certifications">Certifications</a></li>
<li class='portfolio-inline-menu-item'><a href="#extra-curri">Extra Curricular Activities</a></li>
<li class='portfolio-inline-menu-item'><a href="#education">Education</a></li>
<li class='portfolio-inline-menu-item'><a href="#skills">Skills</a></li>
<li class='portfolio-inline-menu-item'><a href="#open-source-contribution">Open Source Contributions</a></li>
<li class='portfolio-inline-menu-item'><a href="#full-time-jobs">Full Time Jobs</a></li>
<li class='portfolio-inline-menu-item'><a href="#part-time-jobs">Part Time Jobs</a></li>
<li class='portfolio-inline-menu-item'><a href="#freelancing-gigs">Freelancing gigs</a></li>
<li class='portfolio-inline-menu-item'><a href="#side-projects">Side projects</a></li>
</ul>
<br>
<br>
<h3 id='certifications'>Certifications:</h3>
<ol>
<li><strong>Cisco Certified CyberOps Associate [CBROPS 200-201 | 2023]</strong></li>
<li>Preparing to do <strong>Cisco Certified Network Associate [CCNA]</strong></li>
</ol>
<hr>
<h3 id='publications'>Publications:</h3>
<ol>
<li><strong>EMNLP 2021 Publication</strong>: Author of <a href='https://aclanthology.org/2021.emnlp-main.715/'>"Integrating Personalized PageRank into Neural Word Sense Disambiguation
"</a> paper</li>
<ul>
<li> The approach proposed matches the current WSD SOTA (81.0%) with a 65% reduction in the number
of trainable parameters </li>
</ul>
</ol>
<hr>
<h3 id='extra-curri'>Extra Curricular Activities:</h3>
<ol>
<li>Achieved 15th place team ranking in Italy in the <strong>Flare On 2024</strong> Malware Reversing challenge, utilizing tools like PE Explorer for file inspection, and applying static analysis techniques with Ghidra and IDA alongside dynamic analysis using Ninja and Ghidra.</li>
<li>Solved 2 out of 13 tasks in <strong>Flare On 2024</strong>, developing hands-on expertise in malware analysis with PE Explorer, Ghidra, IDA, and Ninja to tackle advanced static and dynamic reversing tasks.</li>
<li>Currently participating in the <strong>Reply Challenge 2023</strong> Malware Reversing Challenge, continuing to enhance skills in malware reversing through the use of advanced analysis tools.</li>
<li>Progressed through 3 out of 10 tasks in <strong>Flare On 2022</strong>, applying both static and dynamic reversing techniques to expand foundational skills in malware reversing</li>
</ol>
<hr>
<h3 id='education'>Education:</h3>
<ol>
<li><strong>[MSc Degree] </strong>: Artificial Intelligence and Robotics from La Sapienza Universita Di Roma</li>
<li><strong>[BSc Degree] </strong>: Mechatronics Engineering from The German University in Cairo (GUC)</li>
</ol>
<hr>
<h3 id='skills'>Skills:</h3>
<ul>
<li><strong>Web design and development</strong> ReactJS, HTML5, CSS, JavaScript, Bootstrap</li>
<li><strong>Backend Projects</strong> Django Python, MEAN stack</li>
<li><strong>Database</strong> SQL, T-SQL</li>
<li><strong>Iris detection project</strong> Java, OpenCV</li>
<li><strong>Machine Learning & Deep Learning projects</strong> Python, Numpy, Scipy, Matplotlib,
Keras, TensorFlow, Dash, Seaborn, ElasticSearch</li>
</ul>
<hr>
<h3 id='open-source-contribution'>Open Source Contributions:</h3>
<ol>
<li>Contributed to <a href="https://github.com/xuhongzuo/DeepOD/">DeepOD</a>, by enhancing the usability of the project by allowing users to seamlessly save and load models, making it more accessible and user-friendly.</li>
<li>Contributed to <a href="https://github.com/seleniumbase/SeleniumBase">SeleniumBase</a>, by creating a desktop recorder example to add a GUI recording feature for users</li>
<li>Contributing to <a href="https://github.com/huggingface/transformers">Transformers</a>, Fixing a multiprocessor error on Windows OS when using Wav2Vec2 with LM</li>
</ol>
<hr>
<h3 id='full-time-jobs'>Full-time jobs:</h3>
<ol>
<li><strong>[March 2022 to Present]</strong>Cyber Machine Learning Engineer @ <a href="https://www.consulthink.it/">Consulthink</a>.
<ul>
<li>Monitored network traffic for malicious activity using Network Detection and Response (NDR) tools</li>
<li>Investigated and responded to security incidents using NDR tools</li>
<li>Implemented and maintained security tools and processes using Python, Docker, and other packages</li>
<li>Installed, configured, and maintained servers and services</li>
<li>Upgraded servers and services to the latest versions</li>
<li>Troubleshooted and resolved infrastructure issues </li>
<li>Applying Techniques of Machine Learning (Supervised and Semi-Supervised approaches) to Detect Threats on Network Data using Python, Tensorflow, Docker, Dash, Plotly, Poetry</li>
<li>Leading a team of 2 to research and develop AI Security on Network Data</li>
</ul>
</li>
<li><strong>[Nov 2021 to May 2022]</strong> AI & NLP Engineer @ <a href="https://screevo.ai/">Screevo</a>.
</li>
<ul>
<li>Building Full Pipeline to finetune ASR SOTA models on custom datasets using Python, PyTorch, HuggingFace</li>
<li>Planning and managing different projects using Work Breakdown structure</li>
<li>Developing and maintaining FastAPI-based backend that handles office products using Python, Fb Duckling</li>
<li>Implemented a voice-controlled (STT) web and desktop actions recorder using Python, PyAutoGUI, SeleniumBase, poetry.</li>
<li>Developed and deployed a flutter mobile app to transcribe user input and extraction of custom entities and intents via RASA, Regex, and logging conversations on the device</li>
<li>Mentoring and onboarding the newcomers in the team</li>
<li>Managing a team of 2 in the development of a voice-controlled mobile app (flutter) and its backend (python, pymysql, fastapi & uvicorn) as well as securing it via keycloak, adding security against XSS & SQL injection. Managing the UX of the conversations between app & user. Backend is deployed on AWS</li>
<li>developing & deploying (on AWS) the backend for a voice automated desktop-based app via python, fastAPI & Uvicorn, as well as developing the UX of the conversation </li>
<li>Built a web and desktop user actions recorder to automate their daily boring tasks using Python & Selenium</li>
</ul>
<li><strong>[Nov 2021 to Jan 2022]</strong> (Part time) NLP Engineer @ <a href="https://www.momentone.io/">Moment One</a>.
</li>
<ul>
<li>Developing a conversational Chatbot to cater to our customers’ needs using Python & RASA</li>
<li>Building the NLP pipeline, Cleaning and preprocessing of data (removal of stopwords, punctuation, lemmatizing/stemming tokens), model training (intent and entities specification and their corresponding values). Model is trained & deployed using (SageMaker) AWS and data is logged to MySQL database (hosted on AWS) </li>
</ul>
<li><strong>[Jun 2021 to Nov 2021]</strong> NLP Intern @ <a href="https://outmind.fr/">Outmind</a>.
</li>
<ul>
<li>Semantic textual similarity to the search engine using pretrained language models</li>
<li>Clustering documents based on textual similarity and building ANN of top of it</li>
<li>Scraping the internet for more than 200K documents (textual data)</li>
</ul>
<li><strong>[Oct 2020 to Nov 2021]</strong> <a href="chichiwear.com">Chichi Wear</a>'s CTO.</li>
<ul>
<li>developing and maintaing the e-commerce website</li>
<li>developing several autaomations to speed up the operations</li>
</ul>
<li><strong>[July 2017 - June 2018]</strong> Software Developer , in <a
href="http://ecs-co.com/">ECS-SAP</a>.</li>
<ul>
<li>Developed Online HR portal for AFREXIM Bank</li>
<li>Developed e-cafeteria for TBTD Egypt </li>
<li>Developed Online chatting system, Notification system, 2 factors authentication</li>
<li>Revamped PoS system for El Ezaby Pharmacies</li>
<li>Developed couple of automations to ease up daily takss</li>
</ul>
</ol>
<hr>
<h3 id='part-time-jobs'>Part-time jobs:</h3>
<ol>
<li><span class="parttime-span">[From Mar 2019 to November 2019]</span>Machine Learning(ML) Engineer
at AI
- Launchpad, Cairo, Egypt.</li>
<ul>
<li> building multiple dashboards </li>
<li>Developing Churn predictions</li>
<li>Building time series forecasting for multiple restaurants </li>
</ul>
<li><span class="parttime-span">[From Sep 2016 to May 2017]</span> Junior Teaching assistant(JTA) at
<a href="www.guc.edu.eg/">The German University in Cairo (GUC)</a>, Cairo, Egypt. Teaching web
design and Arduino for interactive marketing
</li>
<li><span class="parttime-span">[From Feb 2016 to Jan 2017]</span> Research Assistant (RA) <a
href="http://aratronicsgroup.wixsite.com/aratronics">Dr. Amir R. Ali</a> in Aratronics
Lab, German University in Cairo</li>
<li><span class="parttime-span">[From July 2015 to Oct 2015]</span> Operations manager at Go! Padel,
Katameya Heights, Cairo, Egypt</li>
<li><span class="parttime-span">[From March 2014 to July 2014]</span> Poet at Kelmetna Magazine,
Cairo, Egypt.</li>
<li><span class="parttime-span">[From Jan 2011 to May 2012]</span> Junior Teaching assistant(JTA) in
a private teaching center, teaching Arabic Language, Cairo, Egypt.</li>
</ol>
<hr>
<h3 id='freelancing-gigs'>Freelancing gigs:</h3>
<ol>
<li><a href="https://bknj.co/">Broken Artisan Jewelry website</a></li>
<li><a href="https://eurogroup.org/">Euro Group Engineering Consultancy</a></li>
<li><a href="https://managedbychrome.com/">Managed By Chrome Architecture Firm website</a></li>
<li><a href="https://tostatura-caffe.com/">Tostatura Caffè e-comm website</a></li>
<li><a href="="#">VIP Discounts deals & coupons store</a></li>
<li><a href="="#">Ahmed Hamdy Desings e-commerce website</a></li>
<li><a href="https://evechantelle.com/">Eve Chantelle e-commerce website</a></li>
<li><a href="="#">Lyra Analytics (ex-CTO)</a></li>
<li><a href="http://amiraeldeeb.com/">Life Coach's Webpage</a></li>
<li>Buckette, Partnership, me handling the tech part, developing Backend and Admins' panel. </li>
<li><a href="="#">Talents Cracker</a>, it was one month job, optimizing
website display
for handheld devices, as well as, revamping few of their pages.</li>
<li><a href="https://monyay.netlify.app/">Mon-Yay Website</a> Leaf springs manufacturer.</li>
<li><a href="#">Talents Arena</a>, developing website both frontend and
backend.</li>
<li><a href="="#">Auscene</a>, I developed the website -desktop version- working
with <a href="">Curved
Space.</a></li>
<li><a href="https://github.com/elsheikh21/Iris-Detection-Android-OpenCV">IRIS Detection,</a>
android apps detects
the human iris and stops sound and timer.</li>
</ol>
<hr>
<h3 id='side-projects'>Side Projects:</h3>
<ul>
<h5>During Masters</h5>
<div style="margin-bottom:0.5rem; height:25vh; overflow-y:auto;">
<ol>
<li>Submitted a paper as First author in EMNLP 2021, related to my thesis project</li>
<li><a href="https://github.com/elsheikh21/natural-language-inference">Zero-Shot Natural
Language Inference (XNLI)</a></li>
<li><a href="https://github.com/elsheikh21/mutliword_expressions_identification">Multi-Word
expressions(MWEs) Identification (PyTorch)</a></li>
<li><a href="https://github.com/elsheikh21/semantic-role-labeling">Semantic Role Labeling
(PyTorch)</a></li>
<li><a href="https://github.com/elsheikh21/named_entity_recognition_PyTorch">Named Entity
Recognition (PyTorch)</a></li>
<li><a href="https://github.com/elsheikh21/english-word-segmentation">Implementing English
Word Segmentation model (PyTorch)</a></li>
<li><a href="https://github.com/elsheikh21/word-sense-disambiguation">Implementing a
Multilingual Word Sense Disambiguation model</a></li>
<li><a href="https://github.com/elsheikh21/improved_training_wgans">Improved training for
WGANs</a></li>
<li>Implemented a simple online store android app using Ruby on Rails for <a
href="https://github.com/elsheikh21/Store-Backend">backend</a> and Java for <a
href="https://github.com/elsheikh21/Store-Frontend">frontend</a></li>
<li><a href="http://github.com/amrufathy/OMML/tree/master/project2">Implementing Support
Vector Machine classifier (from
scratch)</a></li>
<li><a href="http://github.com/amrufathy/OMML/tree/master/project1">Implementing a
MultiLayer
Perceptron NN and Radial Basis Function NN (from scratch)</a></li>
<li><a href="https://github.com/hos-arafat/IG_Final_Project">LumberJack Runner using
Three.JS</a></li>
<li><a href="https://github.com/elsheikh21/population-based-training-of-NNs">Population
Based
Training of Neural Networks</a></li>
<li><a href="https://github.com/elsheikh21/sense_embeddings">Words & Sense Embeddings</a>
</li>
<li><a href="https://github.com/elsheikh21/horse_animation">Animated abstract horse running
using WebGL</a></li>
<li><a href="https://github.com/elsheikh21/chinese-word-segmentation">Chinese Word
Segmentation</a></li>
<li><a href="https://github.com/elsheikh21/car-racing-ppo">Deep Reinforcement Learning - PPO
Using openai Car Racing env</a></li>
<li><a href="https://github.com/elsheikh21/spoken-human-robot-interaction">Spoken Human
Robot
Interaction</a></li>
<li><a href="https://github.com/elsheikh21/pacman-game">Reinforcement Learning for
Pacman</a>
</li>
<li><a href="https://github.com/elsheikh21/weather-inference-hmm">Weather Inference
demonstrating HMM</a></li>
<li><a href="https://github.com/elsheikh21/robotics-scripts">Robotics scripts</a></li>
<li><a href="https://github.com/elsheikh21/venice-boats-classification">Venice Boats
Classification</a></li>
<li><a href="https://github.com/elsheikh21/malware-analysis">Malware Analysis</a></li>
<li><a href="https://github.com/elsheikh21/forward-planning-pddl">Forward Planning using
PDDL</a></li>
<li>Prolog</li>
</ol>
</div>
<br>
<h5>Random Projects to explore more of computer engineering concepts</h5>
<div style="margin-bottom:0.5rem; height:20vh; overflow-y:auto;">
<ol>
<li><a href="https://github.com/elsheikh21/Web-Chat-App">Web Chatting app</a></li>
<li><a href="https://github.com/elsheikh21/Upload-to-SFTP">Upload Files using SFTP</a></li>
<li><a href="https://github.com/elsheikh21/Request-Permissions">Request Permissions</a></li>
<li><a href="https://github.com/elsheikh21/Refresh-Outlook">Refresh Outlook in
Background</a>
</li>
<li><a href="https://github.com/elsheikh21/PasswordGeneration">Passwords generator
-encryption &
decryption</a></li>
<li><a href="https://github.com/elsheikh21/Data-Analysis-Tool">Data statistical analysis
tool</a></li>
<li><a href="https://github.com/elsheikh21/Export-Records-DB">Query Database, and send
queried
results</a></li>
<li><a href="https://github.com/elsheikh21/box-port-2D">2D</a> & <a
href="https://github.com/elsheikh21/box-game-3D">3D</a>
Box game</li>
<li><a href="https://github.com/elsheikh21/two-factor-authentication">Two Factors
Authentication
[2FA]</a></li>
<li><a href="https://gist.github.com/elsheikh21/b6d8f070e161eeb562c1be46479f7f41">Image
preprocessing</a></li>
<p>All were implemented using C#, except first using MERN, and last 2 projects using Python
</p>
</ol>
</div>
<br>
<h5>Machine Learning & Deep Learning</h5>
<ol>
<li><a href="https://github.com/elsheikh21/classification-techniques">Exploring few
Classification techniques</a></li>
<li><a href="https://github.com/elsheikh21/clustering-techniques">Exploring few Clustering
techniques</a></li>
<li><a href="https://github.com/elsheikh21/regression-algorithms">Exploring few Regression
techniques</a></li>
<li><a href="https://github.com/elsheikh21/movies-recommender-system">Movies Recommendation
System</a></li>
<p>All were implemented using Python</p>
</ol>
<br>
<h5>Self Development and exploring different programming Languages</h5>
<ol>
<li><a href="https://github.com/elsheikh21/SQL-Gists">Working on my SQL skills I</a></li>
<li><a href="https://github.com/elsheikh21/more-javascript">Improving my JS coding skills</a>
</li>
<li><a href="https://github.com/elsheikh21/Angry-Nerds">Improving my Java coding skills</a></li>
<li><a href="https://github.com/elsheikh21/Hack-Reactor-prep-course">Preparing for Hack
Reactor</a></li>
<li><a href="https://github.com/elsheikh21/Data-Structures-Algorithms">Working on my Data
structure and
Algorithms</a></li>
<p>I focused most on using SQL, PostgreSQL, Java, JavaScript</p>
</ol>
</ul>
<hr>
<p>
<a onclick="openTab(this)" href="https://github.com/elsheikh21/elsheikh21.github.io/blob/master/Ahmed_El_Sheikh_Resume.pdf"
aria-label="Click to check my CV" style="margin-right: 0.5rem;">Check out my CV <span class="icon fa-file-pdf-o label"></span> </a>
OR
<a href="mailto:aelsheikh13@gmail.com?subject=" aria-label="Contact me by sending an email"
target="_top" style="margin-left: 0.5rem;">Send me an email <span class="label icon fa-envelope-o"></span></a>
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</article>
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<h2 class="major">About</h2>
<!-- <span class="image main"><img src="images/leather notebook.jpeg" loading="lazy" alt="Notebook I got from my girlfriend back then, no words will ever be written in." /></span>-->
<!-- <h3>I have a dream</h3> -->
<p>I am a software engineer with passion towards NLP & Web Development, as I mentioned in the <a href="#intro">intro section</a>.</p>
<hr>
<h3>Education</h3>
<ul>
<li>currently pursuing my <b>Masters Degree</b> in <a
href="https://www.uniroma1.it/it/pagina-strutturale/home">Sapienza
University of Rome, Rome, Italy</a> in Artificial Intelligence and Robotics.</li>
<li>Got my <b>Bachelor Degree</b> from <a href="www.guc.edu.eg/">The German University in Cairo
(GUC), Cairo,
Egypt</a> in
Mechatronics Engineering, graduated 2017 with very good overall GPA</li>
<li><b>Secondary Education</b> in 2012 from <a href="https://stfatima.edu.eg/">St.Fatima Schools,
Cairo, Egypt</a></li>
</ul>
<hr>
<h3>Languages</h3>
<p>I can have a conversation in 3 languages so far,</p>
<ul>
<li>Arabic, mother tongue</li>
<li>English, Fluently</li>
<li>Italiano, Adesso A2</li>
</ul>
<hr>
<h3>Hobbies</h3>
<ul>
<li>Crossfit</li>
<li>Cycling</li>
<li>Cooking & Baking</li>
<li>Writing Poetry</li>
<li>Mobile Photography </li>
<li>Dancing</li>
</ul>
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name="docs/Ahmed-El-Sheikh-Resume.pdf"
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