Intro
Hello, My name is Ahmed ElSheikh, I'm a master's holder from La Sapienza Universita Di Roma, Rome, Italy.
The MSc Major is Artificial Intelligence and Robotics.
As well as, I have been freelancing for more than 4 years.
Feel free to check my Github repos @ work or check my portfolio section.
Portfolio
What do you want to see first?
Certifications:
- Cisco Certified CyberOps Associate [CBROPS 200-201 | 2023]
- Preparing to do Cisco Certified Network Associate [CCNA]
Publications:
- EMNLP 2021 Publication: Author of "Integrating Personalized PageRank into Neural Word Sense Disambiguation
" paper
- The approach proposed matches the current WSD SOTA (81.0%) with a 65% reduction in the number
of trainable parameters
- Participated in [Malware Reversing]Flare On 2022, solving only first 3/10 problems
- Participated in [Malware Reversing] Flare On 2023, solving first 2/13 problems so far
- Participating in [Malware Reversing] Reply Challenge 2023
Education:
- [MSc Degree] : Artificial Intelligence and Robotics from La Sapienza Universita Di Roma
- [BSc Degree] : Mechatronics Engineering from The German University in Cairo (GUC)
Skills:
- Web design and development HTML5, CSS, JavaScript, Bootstrap,
Bootstrap-Tour
- Backend Projects Java, C#, ASP.net, MEAN stack
- Database SQL, T-SQL
- Iris detection project Java, OpenCV
- Machine Learning & Deep Learning projects Python, Numpy, Scipy, Matplotlib,
Keras, TensorFlow, Dash, Seaborn, ElasticSearch
Open Source Contributions:
- Contributed to DeepOD, by enhancing the usability of the project by allowing users to seamlessly save and load models, making it more accessible and user-friendly.
- Contributed to SeleniumBase, by creating a desktop recorder example to add a GUI recording feature for users
- Contributing to Transformers, Fixing a multiprocessor error on Windows OS when using Wav2Vec2 with LM
Full-time jobs:
- [March 2022 to Present]Cyber Machine Learning Engineer @ Consulthink.
- Monitored network traffic for malicious activity using Network Detection and Response (NDR) tools
- Investigated and responded to security incidents using NDR tools
- Implemented and maintained security tools and processes using Python, Docker, and other packages
- Installed, configured, and maintained servers and services
- Upgraded servers and services to the latest versions
- Troubleshooted and resolved infrastructure issues
- Applying Techniques of Machine Learning (Supervised and Semi-Supervised approaches) to Detect Threats on Network Data using Python, Tensorflow, Docker, Dash, Plotly, Poetry
- Leading a team of 2 to research and develop AI Security on Network Data
- [Nov 2021 to May 2022] AI & NLP Engineer @ Screevo.
- Building Full Pipeline to finetune ASR SOTA models on custom datasets using Python, PyTorch, HuggingFace
- Planning and managing different projects using Work Breakdown structure
- Developing and maintaining FastAPI-based backend that handles office products using Python, Fb Duckling
- Implemented a voice-controlled (STT) web and desktop actions recorder using Python, PyAutoGUI, SeleniumBase, poetry.
- 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
- Mentoring and onboarding the newcomers in the team
- 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
- 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
- Built a web and desktop user actions recorder to automate their daily boring tasks using Python & Selenium
- [Nov 2021 to Jan 2022] (Part time) NLP Engineer @ Moment One.
- Developing a conversational Chatbot to cater to our customers’ needs using Python & RASA
- 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)
- [Jun 2021 to Nov 2021] NLP Intern @ Outmind.
- Semantic textual similarity to the search engine using pretrained language models
- Clustering documents based on textual similarity and building ANN of top of it
- Scraping the internet for more than 200K documents (textual data)
- [Oct 2020 to Nov 2021] Chichi Wear's CTO.
- developing and maintaing the e-commerce website
- developing several autaomations to speed up the operations
- [July 2017 - June 2018] Software Developer , in ECS-SAP.
- Developed Online HR portal for AFREXIM Bank
- Developed e-cafeteria for TBTD Egypt
- Developed Online chatting system, Notification system, 2 factors authentication
- Revamped PoS system for El Ezaby Pharmacies
- Developed couple of automations to ease up daily takss
Part-time jobs:
- [From Mar 2019 to November 2019]Machine Learning(ML) Engineer
at AI
- Launchpad, Cairo, Egypt.
- building multiple dashboards
- Developing Churn predictions
- Building time series forecasting for multiple restaurants
- [From Sep 2016 to May 2017] Junior Teaching assistant(JTA) at
The German University in Cairo (GUC), Cairo, Egypt. Teaching web
design and Arduino for interactive marketing
- [From Feb 2016 to Jan 2017] Research Assistant (RA) Dr. Amir R. Ali in Aratronics
Lab, German University in Cairo
- [From July 2015 to Oct 2015] Operations manager at Go! Padel,
Katameya Heights, Cairo, Egypt
- [From March 2014 to July 2014] Poet at Kelmetna Magazine,
Cairo, Egypt.
- [From Jan 2011 to May 2012] Junior Teaching assistant(JTA) in
a private teaching center, teaching Arabic Language, Cairo, Egypt.
Freelancing gigs:
- Managed By Chrome Architecture Firm website
- Tostatura Caffè e-comm website
- VIP Discounts deals & coupons store
- Ahmed Hamdy Desings e-commerce website
- Eve Chantelle e-commerce website
- Lyra Analytics (ex-CTO)
- Life Coach's Webpage
- Buckette, Partnership, me handling the tech part, developing Backend and Admins' panel.
- Talents Cracker, it was one month job, optimizing
website display
for handheld devices, as well as, revamping few of their pages.
- Mon-Yay Website Leaf springs manufacturer.
- Talents Arena, developing website both frontend and
backend.
- Auscene, I developed the website -desktop version- working
with Curved
Space.
- IRIS Detection,
android apps detects
the human iris and stops sound and timer.
Side Projects:
Check out my CV
OR
Send me an email
About
I am a software engineer with passion towards NLP & Web Development, as I mentioned in the intro section.
Education
Languages
I can have a conversation in 3 languages so far,
- Arabic, mother tongue
- English, Fluently
- Italiano, Adesso A2
Hobbies
- Crossfit
- Cycling
- Cooking & Baking
- Writing Poetry
- Mobile Photography
- Dancing