AI/ML Summit: AI at Scale

- 400+ Attendees: Connect with engineers, data scientists, product leaders, and AI practitioners shaping the future of intelligent systems.

- 4 Main Tracks: Deep dives into the hottest AI topics, from Agentic Systems and SDLC Automation to LLM Gateways and E2E ML Pipelines.

- 10+ Visionary Speakers: Hear from Trendyol Tech leaders, product experts, and a special keynote speaker.

- From Algorithms to Impact: Discover how advances in AI and ML translate into intelligent products and real-world customer experiences.

- From Prototype to Production: Learn how robust architectures, scalable infrastructure, automation, and engineering practices turn AI innovations into reliable production systems.

- AI That Works End-to-End: Explore how models, agents, data, software, and business processes come together to create intelligent systems that can operate and evolve at scale.

Seats are strictly limited. Reserve your spot now! 

Agenda:

Trendyol - AI at Scale

10.10 - 10.40 

Erdem İnan & Cenk Çivici

Automate Software Development Life Cycle with AI Agents 

10.40 - 11.20  

Eren Arslan & Ahmet Erdem Gönül & Hüseyin Ulaş

In this session, we will explore the architecture of enterprise-grade AI Agent Platforms and discuss how to deploy intelligent agents for complex business workflows. Through live demos, we will examine how a cloud coding agent autonomously takes a task from Jira to a ready-to-review Merge Request in minutes. Join us to bridge the gap between AI potential and measurable business impact, and walk away with a clear roadmap for your own agentic transformations.

Break

11.20 - 11.35

Beyond the Slack @Tag - Building an AI Teammate

11.35 - 12.00

Anıl Taşkıran

How do you turn an AI agent into a seamlessly integrated teammate? In this session, we will dive into the mechanics of building custom harnesses like @Clai, exploring features such as per-user memory, self-monitoring, and deep integration with tools like Jira and GitLab. We will discuss the architectural choices behind a model-agnostic design, tuned with parallel tool calls and cache/cost optimizations. Let's unpack the hard lessons learned from merging hundreds of MRs across mobile in production, giving you practical insights to scale your own AI-assisted workflows.

Gateway For All LLMs - Generative AI

12.00 - 12.30

Uğur Koçak & Alican Kiraz

In this session, we aim to offer a comprehensive and practical perspective on how we manage AI transformation for teams at both architectural and operational levels. We will discuss how we address fundamental operational challenges—such as cost management and serving multi-team environments—using our tech stack and centralized platform-level solutions (GEN-AI, unified gateway, semantic caching). In the second part, we will dive deep into our benchmark tests on 'intelligent model routing' and cost optimization, sharing the concrete work we have put into practice.

End-to-End Pipelines of ML 

12.30 - 13.10

Nadir Kumbasar & Sedef Tulum

Orchestrating the complete machine learning lifecycle—from raw data to production—requires highly robust tooling. Join us to explore how to build and manage comprehensive e2e pipelines. In this session, we will walk through best practices for data discovery in the feature store, setting up local development environments, and scaling training pipelines. You will leave with a clearer understanding of end-to-end inference workflows and how to maintain a seamless continuous production cycle post-deployment.

Lunch

13.10 - 14.10

From Intent to Delivery - The Hidden Intelligence Behind Every Order

14.10 - 14.40

Moderation: Mehmet Emin Öztürk / Panelists: Akasya Akyüz Tunç & Ahmet Çınar

In this panel, we bring together diverse perspectives to unpack the AI solutions driving the end-to-end customer journey. Let's examine how search and recommendation systems seamlessly integrate with operational decision-making mechanisms like inventory management, demand forecasting, route optimization, and delivery planning. You will discover practical ways to align real-world business problems with scalable AI architectures.

End-to-End Agentic Transformation in e-Commerce

14.40 - 15.20

Moderation: Tolga Ahmet Kalaycı / Panelists: Umut Beşikçi & Merve Yılmaz Ulaş & Fatih Çelik & Bilgehan Biricik

Agentic AI is fundamentally changing how we build, secure, operate, and design digital products. Bringing together perspectives from cybersecurity, software engineering, e-commerce, and UX, this panel explores the critical shift from AI-assisted workflows toward increasingly autonomous agents. In this panel, we will debate the foundational data, tooling, and security and vulnerability management required for this transition. Join us to explore the evolving role of humans in AI-powered software development and discover what your organization needs to build today for an increasingly agentic future.

Networking

15.20 - 17.00