Kareem Nagah
Data Engineer - ML Engineer
"I discovered Python at the age of 16, and it sparked my interest in programming. This interest has grown over time, guiding me through the fields of AI and Data Engineering.
My journey has involved working with various technologies and tools. As an Azure Data Engineer , I gained experience with ETL pipelines using Azure Data Factory, worked with Azure Stack (including ADF, Azure Synapse, and Azure Databricks), and used PySpark and Pandas for data engineering tasks.
I've also explored data visualization using Seaborn and Plotly, and worked on machine learning models with PyTorch and scikit-learn.
I enjoy creating dashboards in Power BI and developing web scraping solutions. My aim is to help businesses leverage data and technology to achieve their goals.
Let's connect and explore how we can leverage these technologies to unlock new opportunities and achieve your goals."
Experience & Education
Data Engineering Trainee @ Digital Egypt Pioneers Initiative (DEPI)
- Created automated ETL workflows utilizing Azure Data Factory, SSIS, and Azure Synapse.
- Executed processes for data validation, cleansing, and enhancement.
- Developed and structured a target database schema
- Maintained high standards of data quality and integrity across the ETL pipeline.
- Acquired expertise in SQL, data warehousing, data modeling, and Azure cloud technologies.
- Advanced Python skills for data science, working with libraries such as pandas, NumPy, matplotlib, and Plotly.
- Designed and built interactive dashboards using Power BI.
Data Analyst @ CAT Reloaded
- Conducted data analysis using Python and SQL to extract insights from complex datasets.
- Created data visualizations and reports to communicate findings effectively.
- Collaborated with cross-functional teams to identify business opportunities and solve problems.
- Developed and maintained data pipelines to ensure data accuracy and accessibility.
- Implemented machine learning models to predict trends and patterns in data.
- Utilized tools such as Jupyter Notebooks, Pandas, and Scikit-learn for data analysis and modeling.
B.Eng. in Artificial Intelligence Engineering (in progress)
Mansoura University, Egypt
Relevant Courses:
Certifications & Badges
Skills
Data Visualization & Storytelling
Using Power BI and Tableau, I turn raw data into insightful and engaging visualizations and narratives, leveraging tools like Seaborn and Plotly to empower clients to make well-informed decisions.
Database & SQL Expertise
Adept at MySQL, PostgreSQL, and MS SQL Server, demonstrating expertise in crafting efficient database structures and enhancing performance.
Business Intelligence & Reporting
I create interactive dashboards and reports using Power BI, enabling clients to gain valuable insights and track key performance indicators.
Data Warehousing & ETL
Proficient in architecting and deploying data warehouses, as well as constructing resilient ETL pipelines utilizing SSIS and Azure Data Factory. I leverage Azure Synapse Analytics and Azure SQL Data Warehouse to ensure data integrity, accessibility, and optimal performance for comprehensive analysis.
Cloud Technologies
Familiar with Azure cloud services, providing scalable and cost-effective solutions for data storage and processing.
Machine Learning
Proficient in Python for data analysis and visualization, with expertise in machine learning and deep learning frameworks. Experienced in NLP technologies, including state-of-the-art language models and AI applications.
Personal Skills
Volunteering has played a crucial role in shaping my skill set. It has refined my leadership capabilities, enabling me to inspire and guide teams towards common objectives. My experience in crafting and presenting talks has sharpened my communication prowess and public speaking confidence. Juggling various responsibilities and timelines has enhanced my project and time management proficiency. Additionally, I've developed into a forward-thinking problem-solver, adept at devising innovative solutions. My high emotional quotient allows me to effectively maneuver through complex team dynamics and establish robust professional connections.
Services
Interactive Dashboards & Reporting
Create visually appealing and interactive dashboards using Power BI, enabling you to monitor key metrics and make data-driven decisions with ease.
Data Analysis & Insights
Reveal concealed correlations and trajectories within your information employing sophisticated analytical methodologies, furnishing practical insights to propel business expansion.
Web Scraping & Data Extraction
Develop custom web scraping solutions to extract valuable data from websites, transforming unstructured web content into structured, analyzable datasets for your business needs.
Natural Language Processing (NLP)
Leverage cutting-edge NLP technologies to extract meaningful insights from text data, develop chatbots, perform sentiment analysis, and create advanced language models tailored to your specific business needs.
Data Warehousing & Modeling
Construct and deploy resilient data storage systems, devise streamlined data structures, and maintain data integrity and retrievability for potent analytical processes.
ETL & Data Integration
Craft and oversee fluid data transfer mechanisms utilizing ETL pipelines, amalgamating information from varied origins for thorough examination.
Cloud-Based Data Solutions
Design and execute cloud-centric database and data warehousing frameworks on Azure, harnessing its adaptability and economic efficiency.
Instructor
Disseminate my proficiency and insights via captivating seminars and educational programs.
Projects
Azure Data Pipeline Project
- Developed an end-to-end data pipeline using Azure Data Factory for orchestration, automating data extraction from on-premise SQL Server and coordinating transformation steps.
- Implemented a Bronze-Silver-Gold architecture in Azure Data Lake Gen2 for efficient data processing and storage.
- Utilized Azure Databricks for data transformation, including cleaning, standardization, and aggregation across Bronze to Silver and Silver to Gold layers.
- Integrated transformed data with Azure Synapse Analytics for efficient querying and analysis.
- Created dynamic data visualizations in Power BI, providing actionable insights for stakeholders.
- Designed and implemented a metadata-driven pipeline that dynamically processes all tables from the source database.
Testimonials
"I had the privilege of teaching Eng. Kareem Nagah in the DEPI initiative's Data Engineering track. Kareem distinguished himself as one of the most engaged and collaborative students in the program. His proactive involvement and eagerness to learn were truly impressive. Over the course of the initiative, Kareem exhibited remarkable resilience and a strong commitment to his studies, consistently striving for excellence. I am confident that his dedication and enthusiasm will be invaluable assets in any professional setting."
"I can't say enough good things about Kareem. He's a true star on our team. He's always pushing himself to learn and grow, and his positive energy makes everyone around him better. He has a knack for solving even the most complicated problems, and he's always willing to help out his teammates. His attention to detail is amazing, and he never misses a thing. It's been a real pleasure working with Kareem. He's a fantastic colleague and a great person. I'm lucky to have him on my team, and I can't wait to see what he accomplishes next. I sincerely hope we have the opportunity to work together again in the future."
"Working with Kareem Nagah has been a great experience. His collaborative approach, clear communication, and expertise made each project run smoothly. Kareem consistently brings innovative ideas and problem-solving skills, making him a valuable team member. I look forward to future opportunities to collaborate."
"I want to highlight how much I appreciate his positive attitude in class. You're always disciplined and focused, which is great, but what really stands out is how willing him are to help others, including me. It makes a big difference, and it's really appreciated. Keep up the great work Kareem."
"A true learning hustler and -any- team engine. Great leadership personality. Remarkable teamwork. Love to help and to learn."
"Working with you feels like collaborating with a trusted friend—someone who is open, reliable, and communicates clearly. You approach tasks with a sense of purpose and enthusiasm, which makes the process smooth and enjoyable. It feels like a true partnership where ideas are shared openly, and your positive attitude adds to the experience. "
"I want to thank you for your great work. you were very professional, met deadlines, and communicated well. The quality of your work was excellent. I appreciate your efforts and look forward to working with you again. "
"You are a very respectful, hardworking, and truly passionate person in the field. You have a deep understanding of your area of expertise. Additionally, you are extremely collaborative whenever someone doesn’t understand something, you are always there to help and explain. You have never been late in delivering anything and consistently meet deadlines. You always come up with creative ideas for any project we work on. Working with you is truly a great benefit for me, as I can learn a lot from you "
"It has been a pleasure working with you. Your dedication, hard work and passion for what you do are truly admirable. Additionally, You are so helpful. Looking forward to collaborating with you again! "
"Karim is a talented colleauge with exceptional skills in machine learning and data analysis. He consistently exceeded expectations during our student activity's work, demonstrating a deep understanding of complex concepts and a creative approach to problem-solving. His strong communication skills and ability to collaborate effectively make him a valuable asset to any team. "