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Optimizing Search at Uber Eats
Janani Narayanan and Karthik Ramasamy share Uber Eats' backend scaling journey for nX merchant growth, tackling latency with infra & indexing optimizations.
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Lessons & Best Practices from Leading the Serverless First Journey at CapitalOne
George Mao shares Capital One's serverless journey, highlighting cost optimization and development tips.
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From "Simple" Fine-Tuning to Your Own Mixture of Expert Models Using Open-Source Models
Sebastiano Galazzo shares practical tips and mistakes in creating custom LLMs for cost-effective AI. Learn LoRA, merging, MoE & optimization.
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How Green is Green: LLMs to Understand Climate Disclosure at Scale
Leo Browning explains the journey of developing a Retrieval Augmented Generation (RAG) system at a climate-focused startup.
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GenAI for Productivity
Mandy Gu shares Wealthsimple's journey leveraging generative AI for productivity and operational optimization.
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Changing the Model: Why and How We Re-Architected Slack
Ian Hoffman discusses Slack's architectural evolution, from workspace-centric to a unified grid, highlighting key learnings.
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LLM and Generative AI for Sensitive Data - Navigating Security, Responsibility, and Pitfalls in Highly Regulated Industries
Stefania Chaplin and Azhir Mahmood discuss responsible, secure, and explainable AI in regulated industries. Learn MLOps, legislation, and future trends.
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Quantum Shift: Rewiring the Tech Landscape
Teena Idnani discusses the power and potential of quantum computing, its impact on industries, and how to prepare for the quantum future.
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Opening the Box: Diagnosing Operating-System Task-Scheduler Behavior on Highly Multicore Machines
Julia Lawall discusses methods for diagnosing operating system task scheduler behavior on highly multicore machines, crucial for performance analysis.
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Productivity Lessons in Moving from Big Tech to Scaling a Startup
Rachel Potvin shares her insights on developer productivity in startups vs. big tech, emphasizing urgency, team structure, metrics, planning, and experimentation.
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Building Tomorrow’s Legacy Code, Today
Shawna Martell explains how to manage legacy code, tech debt, & build resilient systems for the future.
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Responsible AI for FinTech
Lexy Kassan discusses responsible AI: regulation (EU AI Act, FinTech), ethical principles, governance, and FinTech's disruptive response.
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