Ramez Chreide
Research Assistant @ Berlin University of Applied Sciences Berlin (BHT)
About
M.Sc. Data Science Student @ BHT | 1.5 Years Experience I combine Data Science with a strong Software Engineering background. I don't just build models; I write the production-ready code to deploy them. My Experience: Data Science (10 Months): Practical experience at Zaka building ML models, cleaning complex datasets, and solving real business problems using Python & SQL. Software Engineering (1 Year): Full Stack development experience with Java Spring Boot and React. I understand APIs, databases, and system architecture. What I’m Looking For: I am values-driven and passionate about Tech for Good. I am seeking Werkstudent roles in HealthTech, GreenTech, or Education where I can apply my skills to meaningful products. Tech Stack: Core: Python (Pandas, Scikit-Learn), SQL, Java (Spring Boot). Web & DB: React, PostgreSQL, Docker.
Germany
Berlin
Computer Software
Research Skills, Artificial Intelligence (AI), Statistics, R, Gradio, Convolutional Neural Networks (CNN), Exploratory Data Analysis, Computer Vision, Spring Security, Continuous Integration and Continuous Delivery (CI/CD), Shell Scripting, JUnit, Integration Testing, Test-Driven Development, PostgreSQL, TensorFlow, Scikit-Learn, PyTorch, NumPy, Matplotlib
Experience
Research Assistant
Berlin University of Applied Sciences Berlin (BHT)
Berlin, Germany
- Integrated SOTA models into Hugging Face to streamline inference and fine-tuning workflows. - Developed benchmarks for Agentic Environments to evaluate model proficiency in complex Data Science tasks. - Architected a clustered Agentic Environment to support scalable multi-agent orchestration. - Curated DPO & GRPO datasets to optimize model alignment and reasoning capabilities. - Developed full-stack web applications to demo SOTA models and facilitate user feedback during workshops. - Orchestrated ML workloads and web services via Kubernetes for high-scale resource management.
Data Scientist
ZAKA | زكا
Beirut Governorate, Lebanon
- Built a deep learning pneumonia detection model to support medical diagnosis - Added Grad-CAM heatmaps for interpretability of X-ray results - Developed feedback pipeline for doctors, improving dataset quality
Machine Learning Engineer Trainee
ZAKA | زكا
Beirut Governorate, Lebanon
- Built an automated ML pipeline using Apache Airflow, managing the full process from ETL to model testing - Conducted comprehensive data cleaning and EDA to validate datasets and identify key predictive features
Full-stack Developer
Two Of Us L.L.C
Beirut
- Developed Full-Stack MERN Websites - Lead team and reviewed their work and gave constructive feedback
Frontend Developer
Innovation Alchemy
Beirut Governorate, Lebanon
- Achieved pixel-perfect UI/UX consistency by translating Figma designs into fully responsive code. - Increased efficiency for internal users by 30% by creating intuitive admin dashboards with dynamic data visualization.
Full-stack Developer
Integrated Digital Systems (IDS)
Beirut, Bir Hassan, United Nations St. Al-Zahra Bldg
- Developed a full-stack e-commerce website using HTML, CSS, Bootstrap, PHP, and MySQ - Implemented responsive web design principles, improving user experience and accessibility across devices - Optimized database queries for seamless transactions, reducing page load time by 30%.
Education
Berlin University of Applied Sciences Berlin (BHT)
Data Science
Lebanese International University
Computer Science
neuefische GmbH - School and Pool for Digital Talent
Full-Stack Java Development
Intensive 3-Month Full-Stack Development Bootcamp Engaged in a rigorous, hands-on learning program focused on building scalable and efficient backend and full-stack applications. Developed multiple backend applications, collaborated on a team project, and delivered a fully functional full-stack application from concept to deployment. Gained proficiency in a wide range of technologies, including Java, Spring Framework, TypeScript, React, Docker, and GitHub Actions.
Simplilearn Alumni
DevOps
Built various CI/CD pipelines using AWS, Jenkins, Ansible, Terraform, Docker and Kubernetes. Used Jinja2 and Groovy as well.
Ramez Chreide's Contact Information
Phone
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