Abdallah Sarhan

Data Science And Ai

Amman

Summary

Motivated and detail-oriented Data Science and AI student with hands-on experience in machine learning, deep learning, and data analytics. Interned at MegaTech Software Company, where I contributed to POS system improvements through data analysis, visualization, and predictive modeling. Skilled in handling structured and unstructured data using Python, SQL, and PySpark. Successfully worked on a cyberattack dataset, demonstrating the ability to analyze and build predictive models for cybersecurity threat detection. Adept at applying AI techniques such as NLP, classification models, and neural networks to real-world problems. Fast learner with strong teamwork, problem-solving, and communication skills, seeking opportunities to apply and expand my expertise in AI-driven solutions.

Overview

years of post-secondary education

Languages

Work History

IT Technical Support Trainee

MegaTech Software Company

05.2024 - 09.2024

Conducted data preprocessing, cleaning, and exploratory analysis using Python, pandas, and PySpark on customer transaction data to extract business insights.
Built and evaluated predictive models to help reduce booking cancellations and improve customer segmentation using machine learning techniques such as logistic regression, random forests, and gradient boosting.
Practiced real-world implementation of NLP and text classification techniques to categorize customer feedback and improve service delivery.
Worked with SQL databases used by the Aqua POS system to extract and analyze transactional data across multiple restaurants and coffee shops.
Retrieved raw data from the company's database systems and performed preprocessing using Python (missing value handling, type conversions) before analysis.

Education

Bachelor of Applied Arts And Science - Data Science & Artificial Intelligence

Al-Hussain Technical University

Amman, AM

02.2022 - 06.2025

Skills

PYTHON
PANDAS
NUMPY
SCIKIT-LEARN
MATPLOTLIB
SEABORN
MACHINE LEARNING
CLASSIFICATION
REGRESSION
DEEP LEARNING
TENSORFLOW
PYTORCH
NLP
BERT
LSTM
TOKENIZATION
TEXT CLASSIFICATION
DATA PREPROCESSING
FEATURE ENGINEERING
DATA VISUALIZATION
POWER BI

MODEL EVALUATION
ACCURACY
F1-SCORE
CONFUSION MATRIX
SQL
DATA EXTRACTION
JOINS
AGGREGATIONS
DATABASES
MYSQL
POSTGRESQL
MONGODB BASICS
BIG DATA TOOLS
PYSPARK
HADOOP BASICS
TOOLS AND FRAMEWORKS
JUPYTER
GOOGLE COLABS
PROBLEM SOLVING
CRITICAL THINKING
FLEXIBILITY

Additional Information

GPA: 2.7 / 4

Affiliations

Member, Yash technology event
Member, Cyber Security club community
Member, ACM Problem solving Training Camp

Major

Data science and AI

Timeline