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Fadydesoky/README.md

Fady Desoky Saeed Abdelaziz

Building AI-driven systems focused on performance, efficiency, and real-world impact


About

Data Analyst with a Software Engineering background, working across data engineering, system optimization, and sustainability analytics.

Focused on solving real-world problems through data, improving system performance, and building efficient, scalable solutions.

I build systems that are not just functional, but efficient by design.

My work sits at the intersection of AI, software quality, and sustainable computing — with a focus on improving performance, scalability, and resource efficiency.


Selected Work

AI-powered software quality intelligence platform that transforms code metrics into actionable insights.

🚀 Live Demo📄 Case Study


Distributed microservices system with fault tolerance (Saga pattern, retries, circuit breakers) and real-time observability.

🚀 Live Demo


Data-driven analysis of software resource usage and its impact on energy consumption, with predictive modeling.


NLP pipeline that transforms text into structured emotional insights and dashboards.

📄 Article


Research

  • Analyzing Software Resource Consumption Data for Sustainable Green Software Development: A Predictive Model to Reduce and Optimize Energy Consumption in Software | Presented at AII 2025, Washington, USA

  • Graphing the Jam: GNSS-Powered Modeling and Forecasting of Urban Traffic Congestion | Presented at NetMob 2025, Paris, France


Experience

Nestlé Business Solutions Data quality, reporting, assist project management, and process optimization across MENA systems

Nile University Data analytics and urban mobility research

RiskRice Backend development and testing

Symbios (Australia) Operations and client management in telecom and energy sectors.


Tech

Core: Python · C++ · JavaScript

Data & AI: Pandas · NumPy · Scikit-learn

Development: Flask · React · .NET

Tools: Docker · SQL · Git · Power BI


Current Focus

  • Machine learning for system performance
  • Energy-efficient systems
  • Data-driven optimization

Connect


GitHub Universe

Explore my GitHub in 3D

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  1. Qualioro Qualioro Public

    AI-powered software quality intelligence — turn code metrics into actionable insights in seconds

    TypeScript 2

  2. Mobile-Cloud-System Mobile-Cloud-System Public

    End-to-end cloud-native microservices system with real-time observability, distributed simulation, and fault-tolerant architecture (Saga pattern, retries, circuit breaker). Powered by Docker, Kuber…

    JavaScript 2

  3. ai-story-sentiment-analysis ai-story-sentiment-analysis Public

    End-to-end analysis of narrative emotions using NLP, transforming text into a structured dataset and interactive dashboard.

    Jupyter Notebook 1

  4. Energy-Consumption-Analysis-for-Software-Systems Energy-Consumption-Analysis-for-Software-Systems Public

    Data-driven analysis of software energy consumption using Python and Power BI, focusing on performance metrics, prediction, and optimization.

    Python 1