Ahmed G.

Ahmed G.

Senior AI/ML Engineer

Brussels, Belgium
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About Me

Ahmed is a Senior Data Engineer & Data Scientist specializing in architecting, deploying, and scaling AI/ML models in production environments. With deep experience in cloud platforms (AWS, GCP, Azure MLOps), he has designed end-to-end machine learning pipelines, optimized real-time data processing, and integrated AI models into existing systems via APIs. Highly proficient with Python, SQL and Apache Spark his work spans IT, finance, fintech, and analytics, where he has built fraud detection systems, NLP-based entity resolution, and AI-powered data models, ensuring seamless deployment and operational efficiency. As a part-time data instructor and a master's student in data engineering, Ahmed is passionate about leveraging advanced analytics, MLOps, and scalable cloud architectures to drive business impact.

Work history

Health Cost IQ (via UpStack)
Health Cost IQ (via UpStack)
Senior Data Engineer
2024 - Present (1 year)
Remote
  • Design, implement, and maintain reliable database systems to support operational and analytical requirements.

  • Develop and maintain ETL processes to transform, clean, and load data into data warehouses or data lakes.

  • Monitor and optimize database performance, including troubleshooting issues and tuning queries

Blue Cloud
Blue Cloud
Senior Machine Learning Engineer
2023 - 2024 (1 year)
Remote, Remote
  • Developing Snowflake GenAI native apps

  • Managing migration GCP to Snowflake and creating new data models.

  • Conducting Graph-RAG research.

Generative Artificial Intelligence (GenAI) DataWare SnowflakeAWSAzure GCPGCP BigQueryRetrieval-augmented Generation (RAG) Data ModelingMachine Learning
Develhope
Develhope
Data Instructor
2022 - 2023 (1 year)
Remote
  • Designed and delivered comprehensive lectures on key topics like data pipelines, ETL processes, and data warehousing.

  • Crafted and evaluated assignments and exams to measure students' understanding, developed real-time simulations for practical experience, and collaborated with fellow instructors to refine the curriculum, ensuring alignment with industry standards.

  • Educated professionals in becoming data engineers, focusing on SQL, Python, Spark, Airflow, and data warehousing concepts.

  • Used Python, Apache Spark, SQL, and Apache Airflow in the instructional content and practical exercises.

Marbill Technologies
Marbill Technologies
Senior Data Scientist
2022 - 2023 (1 year)
Spain
  • Led the design, development and optimization of streaming and batch data pipelines, advanced data monitoring, and data warehousing solutions.

  • Deployed robust AI/ML models into production ensuring data integrity and conducted comprehensive data analysis.

  • Architected an AI tool for fraud detection that identifies fraudulent credit card transactions, and implemented into the existing tech stack to enhance online secuirty.

  • Engineered a sophisticated data pipeline to streamline data processing and analysis, supporting various data-driven initiatives.

Cedar Rose
Cedar Rose
Senior Data Scientist
2020 - 2022 (2 years)
Cyprus
  • Architected and implemented scalable data pipelines and developed and maintained ETL processes for AI models, integrating them into existing applications via APis, and ensuring high performance and accuracy of data systems.

  • Led the development of an NLP-based entity resolution and matching system using BERT and Random Forest models integrated within a data pipeline, deploying the solution using Apache Spark in a production environment using Apache Spark.

  • Collaborated with the DevOps team to facilitate smooth deployment of models to production environments.

Azure Machine Learning PythonMSSQLMSSQL ServerDatabricks BERT Random Forests ETLAI Modeling Apache SparkData pipelinesData Science
Vircon Group
Vircon Group
Data Scientist
2019 - 2020 (1 year)
Turkey
  • Developed high-performance algorithms and data pipelines for text processing using Python and Rust.

  • Directed a project on network analysis of social media for personalized ads incorporating GPT-2-based text generation systems, enhancing targeted advertising strategies.

  • Designed and implemented large-scale data transformation solutions using AWS and MongoDB and deployed advanced models to production, optimizing them for efficiency and accuracy.

Neo4jGraphDB MongoDBRobo 3T (Robomongo) AWSBitbucketGPT-2 BIRTGenerative Artificial Intelligence (GenAI) IPython RustDockerKubernetes
Crossover
Crossover
Data Analyst
2019 - 2021 (2 years)
Remote
  • Used advanced computerized models to extract needed data and removed corrupted data.

  • Conducted an initial analysis to assess data quality and performed further analysis to determine the meaning of the data.

  • Prepared reports based on analysis and presented them to management.

Advanced Computer Technology (ACT)
Advanced Computer Technology (ACT)
ERP Implementation Consultant
2017 - 2018 (1 year)
Cairo, Egypt
  • Implemented and maintained ERP systems for hospitality corporates in the MENA region.

  • Configured functions and workflow to facilitate ERP integration with other applications.

  • Defined requirements, scope, and objectives related to overall business strategies and translated business requirements into ERP solutions.

Portfolio

InsightFlow: AI-Powered Marketing Analytics Dashboard
InsightFlow: AI-Powered Marketing Analytics Dashboard

InsightFlow is an AI-driven marketing analytics platform that revolutionizes how businesses understand and optimize their marketing efforts. By seamlessly integrating advanced data processing, Machine Learning, and intuitive visualization, InsightFlow transforms complex marketing data into actionable insights.

Education

Education
Master's Degree, Data Engineering & Big Data
BAU
2022 - 2024 (2 years)
Master of Data Science (NLP, Computer Vision, Machine Learning, Social Network Analysis, Graph Theory)
Master of Data Science (NLP, Computer Vision, Machine Learning, Social Network Analysis, Graph Theory)
Marmara University - Turkey
2019 - 2021 (2 years)
Bachelor of Applied Science (BASc)
Bachelor of Applied Science (BASc)
Alexandria University - Egypt
2009 - 2013 (4 years)