Marwan Ashraf
Dubai
Summary
Highly skilled professional with expertise in data science, AI engineering, and sports analytics. Seeking to drive AI innovation in sports and accessibility-focused solutions. Possessing a strong background in NLP and machine learning, I have the knowledge and skills to develop cutting-edge technologies that revolutionize sports analysis and enhance accessibility for all individuals. Committed to staying at the forefront of AI advancements, eager to leverage my abilities to make a meaningful impact in these areas.
Overview
1
1
year of professional experience
Work History
Data Scientist and AI Engineer
Dubai Club for People of Determination
01.2024 - Current
- Utilize advanced data analysis techniques to assess the performance of players, coaches, and administrative processes within the organization
- Collaborate with coaches and administrators to identify KPIs and develop strategies for improvement
- Building an AI chatbots for Dubai Club, providing real-time answers on schedules and winners with a vector database and multilingual support
- Hosted on AWS, handling 3,000+ queries in 10 days
Computer Vision Internship
IT Gate
01.2024 - 03.2024
- Developed real-time team classification and ball holder detection in sports videos using OpenCV and YOLO
- Classified teams by jersey colors and tracked the ball holder accurately
- Analyzed defender proximity by drawing red lines between close defenders
- Visualized passing sequences with yellow lines and detected line intersections for defensive strategies
Generative AI internship
ElectroPi
09.2023 - 12.2023
- Engineered an article generator utilizing OpenAI's NLP technology to automate article creation with text images and speech based on user inputs
- Designed and implemented a code review tool powered by OpenAI to enhance code quality and provide actionable feedback
- Worked closely with team members to iterate on project functionalities and ensure seamless integration
- Demonstrated adaptability and problem-solving skills in a dynamic, collaborative environment
Education
Master of Science - Data Science and Artificial Intelligence
University of London
London, UK09-2027
Bachelor of Science - Mechatronics Engineering
Arab Academy For Science And Technology
Alexandria, Egypt01.2021
Skills
- Programming Languages & Libraries:
Python, Scikit-learn, PyTorch, TensorFlow, Streamlit, Pandas, Numpy, Matplotlib, Seaborn, Plotly Express, Power BI, Excel - Machine Learning & Algorithms:
Machine Learning, Deep Learning, Machine Learning Algorithms, Model Evaluation, Hyperparameter Tuning, Feature Engineering - Natural Language Processing (NLP):
Text Preprocessing, Sentiment Analysis, LLM, Transformers
- Computer Vision:
Computer Vision, Image-Processing, YOLO, OpenCV, Object Detection and Recognition - Data Science & Analytics:
Data Visualization, Data Cleaning, Data Wrangling, Exploratory Data Analysis (EDA), Statistical Analysis
Projects
Retrieval-Augmented Generation (RAG) App for Dubai Club
- AI-powered chatbot answering user queries about schedules, winners, and general information.
Implemented vector database for efficient retrieval.
Multilingual support: Arabic, English, Chinese, French.
Hosted on AWS, scalable to handle 300+ users in the first 10 days.
Designed for enhanced user engagement and accessibility for people of determination.
AI-Assisted Blog Post Generator
- Developed AI-powered blog content generator using GPT-3.5 and Hugging Face's models.
Automatically generates blog posts based on user prompts.
Includes 3D illustrations with Render Style XL and audio synthesis using OpenAI's Text-to-Speech API.
AI-Assisted Code Analyzer (CodeGenius Assistant)
- AI-driven Streamlit app for evaluating code quality and optimizing snippets.
Aims to enhance coding productivity and promote best practices within development teams.
Football Linear Breaking Analysis
- Real-time team classification and ball holder detection in sports videos with OpenCV.
Classifies teams based on jersey colors and tracks the ball holder.
Analyzes defender proximity and visualizes passing sequences and defensive strategies.
AutoML App Using Streamlit
- Developed AutoML app with Streamlit, Pandas Profiling, and PyCaret for automating data science processes.
Streamlines data upload, exploratory data analysis (EDA), and model selection/training.
Simplifies complex data science tasks into user-friendly interactions.
Credit Card Fraud Detection Using SnapML
- Utilized SnapML for credit card fraud detection in transaction data.
SnapML offers time-saving classification with similar accuracy to traditional models, ideal for large datasets.
Languages
Arabic
Bilingual or Proficient (C2)
English
Upper intermediate (B2)
Timeline
Data Scientist and AI Engineer
Dubai Club for People of Determination
01.2024 - Current
Computer Vision Internship
IT Gate
01.2024 - 03.2024
Generative AI internship
ElectroPi
09.2023 - 12.2023
Master of Science - Data Science and Artificial Intelligence
University of London
Bachelor of Science - Mechatronics Engineering
Arab Academy For Science And Technology
Similar Profiles
LATIFA ESSAROKHLATIFA ESSAROKH
Athletics Coach at Dubai Club For People Of DeterminationAthletics Coach at Dubai Club For People Of Determination
Sibiya TomSibiya Tom
Senior HR Executive at Al Noor Training Centre People of DeterminationSenior HR Executive at Al Noor Training Centre People of Determination
Maryam Khojali OkashaMaryam Khojali Okasha
Social Studies Teacher at Omniat Center For People Of Determination FromSocial Studies Teacher at Omniat Center For People Of Determination From