Predictive Analytics Specialist

Abdulrahman Othman

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Machine Learning Engineer & Data Scientist

A Computer Science graduate from King Faisal University with a strong foundation in Data Science and Machine Learning. Currently honing my expertise as a Machine Learning Engineer Intern at TAMA TECH, where I specialize in developing end-to-end ML pipelines and sales forecasting models for ERP systems. With a proven track record in leadership as the Vice President of the Educational Content Committee at the AI Pioneers Club, I am passionate about leveraging AI to build innovative FinTech solutions. I combine technical proficiency in Python and predictive modeling with a strategic business mindset, aiming to drive digital transformation through data-driven insights.

Education

Professional Diploma in Computer Science & Data Analytics (2024 – 2026)

King Faisal University - Applied College

Focus: predictive analytics, machine learning, time series forecasting, and computer vision.

Core Competencies:

Machine Learning Time Series Forecasting Computer Vision (YOLO) Deep Learning (CNN, RNN) SQL & Data Modeling Python (Data & AI) Data Privacy & Security FastAPI & Deployment Power BI Dashboards

Related professional tracks studied: Huawei HCIA-AI, CompTIA Data+.

Certifications & Training

Certificate of Completion: Complete A.I. & Machine Learning, Data Science Bootcamp

Udemy

Instructors: Andrei Neagoie and Daniel Bourke

Duration: 44 total hours of intensive training

Completion Date: January 26, 2026

Description:

I have successfully completed a comprehensive 44-hour bootcamp covering the full spectrum of Artificial Intelligence, Machine Learning, and Data Science. This certification validates my proficiency in building end-to-end data-driven solutions, utilizing modern frameworks, and implementing complex algorithms to solve real-world problems.

AI & ML Bootcamp Certificate

Education Highlights

🤖 Artificial Intelligence (AI)

Focused on the study and application of Rational Agents, informed search strategies, and programming logic to solve complex computational problems.

📊 Data Analysis & Visualization

Mastered descriptive and inferential statistics, as well as Hypothesis Testing, to transform raw data into actionable business insights and strategic decisions.

🗄️ Database Engineering (SQL)

Specialized in designing and managing Relational Databases, ensuring high-performance querying, data integrity, and seamless system integration.

🐍 Programming for Data Science

Leveraging Python and its specialized ecosystem (Pandas, NumPy, Scikit-learn) for large-scale data processing and the development of Predictive Models.

🔒 Information Security & Privacy

Understanding data protection principles, digital privacy frameworks, and the ethical management of data flows within modern technical infrastructures.

💡 Applied Computing Fundamentals

Built a robust foundation in algorithms, data structures, and the comprehensive Data Analysis Lifecycle.

Technical Projects

ERP Sales Forecasting System

Context: Developed during a Machine Learning Internship at TAMA TECH.

Core Task: Engineered a predictive model integrated into an ERP system to forecast sales trends.

Impact: Focused on enhancing forecast accuracy to optimize inventory and business decision-making.

End-to-End Machine Learning Pipeline

Tech Stack: Python, FastAPI, and Pydantic.

Description: Built a production-ready pipeline assigned by my supervisor to handle data from ingestion to model deployment.

Key Features: Used Pydantic for strict data validation and FastAPI to create a high-performance serving layer.

Comparative Sales Forecasting Analysis

Methodology: Applied various Machine Learning models on synthetic datasets to evaluate performance.

Analysis: Conducted rigorous comparisons between different algorithms (e.g., ARIMA, XGBoost, or LSTMs) and generated detailed performance reports.

Output: Created visual dashboards and data-driven insights to identify the most effective model for specific business scenarios.

Real-Time Hand Tracking with YOLO

Tech Stack: YOLO (You Only Look Once), Computer Vision, Python.

Description: Developed a computer vision project focused on detecting and tracking hand movements in real-time.

Implementation: Fine-tuned YOLO parameters to ensure high-speed detection and accuracy, suitable for gesture recognition or interactive applications.

"Afaq AI" Educational Initiative

Role: Vice President of the Educational Content Committee at the AI Pioneers Club.

Collaboration: Organized and managed this initiative in strategic partnership with IBM.

Contribution: Led the development of educational content and workshops aimed at spreading AI knowledge.

Custom POS System: Najm Al-Anjaz

Project: Developed a customized Point-of-Sale (POS) system for "Najm Al-Anjaz" copy and print shop.

Outcome: Streamlined business operations, including sales tracking and digital archiving, through a tailored software solution.

Professional Experience

Deputy Head of Educational Content

AI Pioneers Team | Mar 2025 - Present

Leading the development of educational AI content and delivering practical technology solutions.

AI Pioneers Certificate

Data Analyst Intern

ATMA Tech | Oct 2025 - Present

Analyzing datasets in ERP environments and creating dashboards to drive operational efficiency[cite: 11, 13].

Data Operations Specialist

Iron Mountain | 2022 - 2024

Departments: ERM (Enterprise Records Management), PRM (Physical Records Management)

• Managed data entry operations across multiple departments with high accuracy

• Executed 25+ archival projects across various industries

• Handled client-facing operations in PRM department

• Worked with specialized systems: Abbyy FineReader, Kovax

• Performed document scanning and digital archiving for enterprise clients

• Ensured data integrity and compliance with industry standards

Technical Skills

💻 Data Analysis & Programming

Python (Pandas, NumPy, Matplotlib) SQL (Advanced Queries & Database Design) FastAPI (Web Development) Power BI (Data Visualization) Git & GitHub

🤖 Machine Learning & AI

Scikit-learn Time Series Forecasting LSTM & Prophet Models Predictive Modeling Traditional ML Algorithms Computer Vision (YOLO) Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN)

🏢 Enterprise & Systems

ERP Systems (ATMA) Database Management Technical Troubleshooting Deployment (Vercel)

🎯 Soft Skills

Problem Solving Leadership & Teamwork Public Speaking Customer Service Project Organization

Get In Touch

Located in Riyadh, Saudi Arabia 🇸🇦

Email: asszzz2002@gmail.com | WhatsApp: +966545070194

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