Talks

Compass is built around what actually matters when you want to create real products. No buzzwords, no shortcuts just the people, knowledge and formats that help you build better.

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Engineering leadership Intermediate

Most Engineering Interviews Are Broken: Here’s What Actually Matters Now

Dennis Nerush
Dennis Nerush Director of AI at Elementor
AI in HR Hiring Interviews

AI has transformed how engineers work, but most hiring processes haven’t kept up. Candidates now enter interviews with AI tools that can generate code and refine system designs in seconds, yet many companies evaluate engineers as if AI didn’t exist. At Elementor, I redesigned our hiring process to focus on how engineers think, collaborate with AI, and apply judgment when AI-generated solutions fall short. In this talk, I’ll share practical strategies for assessing coding skills, system design, and behavioral signals in the AI era. Whether you’re hiring, interviewing, or leading engineering teams, you’ll leave with a framework for evaluating engineering talent today.

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AI/ML Intermediate

Conscious Cars – Crafted Conversations

Daniel Fitzpatrick
Daniel Fitzpatrick Manager at Frank Reply
Maria Müller
Maria Müller Senior Conversational UX Architect at Frank Reply
Conversational AI Conversational User Experience LLM Speech Interfaces

This session explores the unique challenges of designing speech interfaces for in-vehicle use, focusing on drivers’ specific cognitive needs compared to other users. It examines key use cases, along with the syntactic and semantic strategies required to create effective voice interactions in cars. The session also looks ahead to the growing role of conversational AI, especially the shift from rule-based systems to LLM-driven intent recognition. Additionally, it provides practical insights into in-car assistants, adaptive outputs, multi-intent handling, and the complexities of vehicle-specific prompts.

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Data General

The $1,000,000 Data Professional

Shachar Meir
Shachar Meir Data Advisor
Career Growth

This session discusses the current period of uncertainty driven by rapid changes in technology, economics, and the job market. While these shifts create risks, they also offer significant opportunities for data professionals who adopt the right mindset. The session focuses on how to navigate this environment, increase impact, and advance one’s career. It also promises practical insights and real-world examples of professionals successfully elevating their careers.

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AI/ML General

Culture Beats Tooling – success in AI Analytics has nothing to do with your tech stack

Thomas in't Veld
Thomas in't Veld CEO & Co-Founder at Tasman Analytics
AI Analytics Culture

This session argues that simply investing in advanced technology or AI tools does not guarantee meaningful insights or success. Instead, high-performing teams use AI to enhance already strong decision-making, supported by clear goals, data literacy, and thoughtful integration into existing workflows. Success depends on defining metrics upfront and balancing automation with human judgment. Ultimately, it emphasizes that building the right culture and capabilities matters more than spending heavily on tools.

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UX/UI Intermediate

Moving from interfaces to proactive agents – designing dynamic AI customer experiences at scale

Jarno Koponen
Jarno Koponen Head of AI Product Design at Zalando
AI CX

The talk delves into how new emerging conversational CX and agentic experiences reshape human and machine interactions, and the whole digital ecosystem.
– How to accelerate the agentic CX innovation by being customer-first, not AI-first
– How to drive intent-driven personalization for conversational CX and agentic experiences
– How to rethink systemic workflows to effectively combine product design, generative AI and agentic capabilities

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Data Intermediate

From Chatbots to AI-Native Apps: Building Agentic Memory with Lakebase

Oleksandra Bovkun
Oleksandra Bovkun Sr. Developer Advocate at Databricks
Agents AI Architecture Data Databases

The shift from simple chatbots to autonomous agents requires more than just better prompts; it requires Agentic Memory. While standard RAG provides a snapshot of data, true AI-native apps need a persistent, evolving state to reason effectively over time.
In this session, we explore how to build this memory layer using Lakebase. We’ll cover:
– Architectural Shifts: Moving from stateless chats to stateful, goal-oriented agents.
– Memory Management: Leveraging Lakebase and Lakehouse to unify structured data and unstructured context for long-term recall.
– Optimization: Practical strategies for memory condensation and reducing context drift.
Attendees will move beyond chat applications and learn how to build autonomous systems that actually remember.

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