Gamal Elkoumy Email & Phone Number

Tartu

Tartu, Tartumaa, Estonia

As a Senior Software Engineer at Apromore, I continue to drive innovation in process mining technology, spearheading complex projects to enhance data analytics' efficiency and effectiveness. My role is crucial in advancing our cutting-edge solutions and mentoring the next generation of software engineers.Key Responsibilities:Project Management: Manage the software development lifecycle from ideation to deployment, ensuring quality and adherence to timelines.Innovative Problem-Solving: Tackle complex challenges in data analytics, developing solutions that improve our technology.Process Optimization: Enhance data processing systems' scalability and performance through continuous system and process evaluations.Collaboration and Communication: Align technical solutions with business goals, ensuring clear communication across teams.Recent Achievements:Iceberg Migration Initiative: Led the Iceberg migration, from proof of concept to the integration of Spark and Trino with Iceberg, including configuring AWS EMR to support this integration.Optimization and Scalability: Reduced data processing times by optimizing Spark execution plans and improved query processing speeds through enhanced SQL engine scalability.Infrastructure Enhancements: Boosted system robustness by optimizing EMR infrastructure to support more concurrent users.Feature Development: Created Root Cause Analysis and Longitudinal Performance Charts, enhancing product functionality and user experience.Looking Forward:Continuing to innovate in process mining, mentoring emerging software engineers, and contributing to Apromore's mission of revolutionizing data analytics.

Estonia

At Apromore, I apply my PhD in Process Mining and extensive expertise in Java, Spark, and Trino to drive significant improvements in data processing and system scalability. My role involves a blend of technical prowess, innovative problem-solving, and a deep understanding of process mining techniques.Key Responsibilities and Achievements:Optimized Spark Execution Plans: Revolutionized our data processing capabilities by optimizing Spark execution plans, enabling efficient processing of 50GB+ event logs in just 7 minutes, significantly improving upon our previous benchmarks.Enhanced SQL Engine Scalability: Spearheaded the scalability of the SQL engine, implementing autoscaling and performance tuning strategies that resulted in a 70% increase in query processing speeds, thus boosting overall system performance.EMR Infrastructure Optimization: Overhauled our EMR infrastructure to accommodate a higher number of concurrent users, achieving a 50% improvement in the speed of concurrent queries and enhancing system robustness.Feature Development: Utilized my technical skills in Java, Spark, and Trino to develop and implement key features such as Root Cause Analysis and Longitudinal Performance Charts, contributing to the analytical depth and user experience of our products.Process Mining Expertise: Leveraged my academic research and knowledge in process mining to inform and enhance our data processing methodologies and system designs, positioning Apromore at the forefront of innovation in this field.Skills Utilized:Advanced programming in Java, Spark, and SpringData Processing and System OptimizationSQL Engine Scalability TechniquesEMR Infrastructure ManagementInnovative Feature Development in Process Mining

Tartu

* Doing my research on Privacy-Preserving Process Mining.* Teaching Business Process Mining Course.* Teaching Enterprise System Integration.* Benchmarking data streaming engines and algorithms.Stack: Python, Java, Process Mining, Differential Privacy, Multi-Party Computation, Flink.All the work is published and the source code is available on my GitHub account.

Alexandria, Egypt

Helping researchers to build and develop their outdoor localization systems. I have participated in both indoor and outdoor localization projects.

Egypt

Worked s a research and development engineer, designed a tool to provide Epilepsy Seizure Prediction, led a team of six researchers and interns, and developed real-time analytics jobs.

Egypt

Participated in data management and analytics projects, performed user acceptance tests and delivery on the customer's side, and developed data modeling projects in the telecommunication and banking sectors.

Doctor Of Philosophy - Phd Topic Is Privacy-Enhancing Technologies For Process Mining.

Data Analyst Nanodegree

Master'S Degree

Bachelor'S Degree