My Work
ASL Translation System
American Sign Language (ASL) translation system developed during the Samsung Innovation Campus x Misk Foundation AI Program! Yad-tech uses a two-part approach to bring ASL into real-time text. For static gestures, we trained a CNN model, while a Random Forest model handles real-time recognition. This combination allowed us to create a smooth, responsive experience where static signs are accurately interpreted, and dynamic gestures are handled in real-time.
- Python
- Machine learning
- Classification
- Scikit-learn
- Neural networks
Credit Card Fraud Detection Model
Developed a machine learning model using Python and scikit-learn to detect fraudulent credit card transactions, achieving 98% accuracy.
- Matplotlib
- Pandas
- NumPy
- Financial Analysis
- Feature engineering
Cyclitic Bike-Share Data Analysis
Analyzed Cyclitic bike-share data using Python and SQL, creating reports and dashboards that enhanced operational efficiency and boosted ridership.
- Predictive Modeling
- Data Analysis
- PowerBI
- SQL
- Data Preprocessing
Hackathons
SDAIA X Microsoft Imagine Cup Hackathon 2024
Placed 3rd at the university level and advanced to the country-level round. Collaborated with a multidisciplinary team to create an AI-powered mental health support app, contributing primarily to backend development and machine learning model integration.
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Beyond X UJ
Our blockchain-powered crowdfunding platform, Sarrah | سرح, secured 3rd place in the Fintech track at the Launched Bootcamp. The platform aims to introduce blockchain-based crowdfunding to Saudi Arabia, supporting SMEs and entrepreneurs in accessing innovative funding solutions. Leveraging smart contracts for secure transactions and targeting global marketing outreach, Sarrah | سرح stands out as a future-ready solution. I contributed to developing the idea and delivered the pitch that showcased its potential to the judges.
Pitch snippet
Certificates
- Certified Machine Learning Specialist - DeepLearning.AI
- Data Science Professional - IBM
- IBM AI Engineering Specialization - IBM
- IBM AI Developer Specialization - IBM
- Google Data Analytics Specialization - Google
- Data Science Learning Pathway Level 3 (Advanced) - Saudi Digital Academy
- FinTech Foundations and Overview - The Hong Kong University of Science and Technology
Experience
Trained under the Samsung Innovation Campus X Misk AI Program.
Trained in SDAIA's LLM (Large Language Models) Program.
Mentee in Wathba's Impact Makers Program.
Leader and Founder of the Dulani Initiative.
Co-leader of the content and design department at GDSC (Google Developer Student Clubs)
Misk X STC Virtual Work Experience program.
About Me
I’m a data scientist passionate about blending AI, machine learning, and data solutions to drive impact in fintech and beyond. With a focus on innovation and problem-solving, I thrive on turning data into meaningful insights.
My Resume
Get in Touch
Are you interested in collaborating on a data science or AI project, exploring innovative fintech solutions, or discussing mentoring opportunities? I’m always open to sharing insights, answering questions, or even just having a friendly chat! Feel free to reach out — I’ll do my best to get back to you promptly. 😊
The quickest way to reach me is via email:
RinadH.Almjishai@gmail.com