Hidden Technical Debt in Machine Learning Systems Workshop with Mahmoud Hossam

Behind every successful ML model lies a massive ecosystem of pipelines, infrastructure, configurations, dependencies, and automation layers.

In this workshop, Mahmoud will break down the hidden technical debt that quietly breaks ML systems in production, including:

• Pipeline jungles & fragile glue code

• Data dependencies & system entanglement

• Infrastructure bottlenecks in real-world AI deployments

• MLOps strategies for scalable, stable, and secure systems

Based on Google’s foundational research and modern MLOps practices, this workshop will help you understand how to build AI systems that survive beyond the demo stage.

Agenda

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Hosted By

Muhammed Nagy, Head of GDG Cairo

Hi, I'm Mohamed, Head of GDG Cairo.

Mona Abd Elaziz, Head of Design

Zeinab Salem, WTM Cairo Leader

Fady Ibrahim, GDG Organizer

• Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications.

• He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team.

• Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing.

• Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA.

Ibrahim Fathelbab, Co-organizer

Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.

El-hosary A, GDG Organizer

Islam Hassan, Android developer

Taghrida Mohamed, Co-organizer

Mahmoud Sultan, Co-organizer

CyberSecurity Engineer
GDG Cairo Organizer

Kholoud Ahmed, Co-organizer

Computer Science Student

Mohamed Mohamed, Co-organizer

Eslam Kamal, Co-organizer

Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024)

Ali Omar, Co-organizer

Youssef Mamdouh, Co-organizer

Mohamed Abo el Maaty Zaky, GDG Organizer

🧑🏻‍💻 Software Engineer
💙 Flutter Developer
🇪🇬 Flutter Egypt Organizer
🐦 Flutter Mena Organizer
📱 Mobile Enthusiast
💻 GDG 6 October Organizer
🌐 https://maaty.dev

Yousef Bahnsawy, Ai Engineer

AI Engineer, GDG on Campus Lead and GDG Cairo Organizer

Nour Ashraf Hanafy, Business Developer

Abdulrahman Samir, GDG Organizer

RaniaM Hafez Photographer, Photographer

Saadi Shamallakh, Full Stack developer

Abdelrahman Salah, IOS Developer

Ahmed Elnaggar, GDE

Menna Ahmed, Cloud Engineer

Cloud Engineer

Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-hidden-technical-debt-in-machine-learning-systems-workshop-with-mahmoud-hossam/.