Data Science Student
Hello There!
Data Science student at BUAS with a passion for machine learning and Python. Interested in solving real-world problems through data analysis and building practical solutions. Strong problem-solving skills with experience working on technical projects and exploring different approaches to data challenges. Continuously developing skills in machine learning, data processing, and software development.
Aboutِ
Experience
Interactive Power BI dashboard tracking UN Sustainable Development Goals. Top 10 DataCamp ranking among 50+ peers.
Deep learning model for American Sign Language recognition. CNN, stakeholder analysis, accessibility focus for workplace inclusion.
PostgreSQL data warehouse integrating telematics, weather, traffic data. ETL pipelines, time-series alignment, real client project.
Mixed-methods research on AI adoption. Survey design, qualitative analysis, hypothesis testing, conference presentation.
Computer vision (U-Net) + reinforcement learning for automated robot control. Kaggle competition, PyTorch, MLOps.
Production NLP system analyzing video sentiment. Transformers, machine translation, FastAPI, Docker, Azure ML deployment.
Pro Skills
Power BI (Advanced), Matplotlib, Seaborn, Plotly, Hypothesis Testing.
Supervised Learning, Unsupervised Learning, Deep Learning, Time-Series Forecasting, Anomaly Detection, Scikit-learn, PyTorch, TensorFlow, Hugging Face.
Text Processing, Transformers, BERT, Machine Translation, Emotion Classification.
Image Classification, CNNs, Image Segmentation (U-Net), Object Detection, Data Augmentation, OpenCV.
PostgreSQL, SQL, Data Warehousing, ETL Pipelines, Time-Series Data Management, Data Quality, psycopg2.
Docker, FastAPI, Azure ML, MLflow, Experiment Tracking, Model Versioning, Production ML Systems, Poetry, Pytest.
Policy Gradient Methods (PPO), Robot Control, Markov Decision Processes, Gym.
Mixed-methods Research, Survey Design, Qualitative Analysis, GDPR Compliance.
Git/GitHub, Agile Scrum, Kanban, Team Project Management, Client Communication, Documentation.
Route optimization, shift scheduling, team leadership.
Injection molding operations, KPI monitoring.
Loyalty, responsibility, patience, adaptability, continuous learning.
contact
Rotterdam, Netherlands
+31 6440756659
ibrahimabdo.dev@gmail.com