~/talks

Ezequiel Lanza

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From Planning To Production-Ready RAGAI_dev Europe 20252025-08-28
Demonstrates a deployable edge RAG stack built from the Open Edge Platform: modular AI libraries and AGI suites (image/video search, robotics), model servers…
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InfiniEdge AI: Bringing Open-Source Generative AI To the EdgeAI_dev Europe 20252025-08-28
InfiniEdge AI is an LF Edge open‑source framework that already ships two releases and integrates five new subprojects to run generative models on tiny devices…
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Tutorial: From Planni...Open Source Summit North America 20252025-06-23
Hands-on steps deploy a production-ready RAG chatbot atop the OPEA blueprints using a provided EKS cluster (workshop studio access ~3 hours). Architecture…
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Leveraging the OPEA Platform and GraphRAG Architectures To Drive Cl...Open Source Summit North America 20252025-06-23
OPEA platform provides Docker/Kubernetes blueprints and composable microservices (LLM, embeddings, vector DB, graph DB, prompt store, UI) and plugs in…
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AI Pipelines With OPEA: Best Practices for Cloud Native ML Operati...Open Source Summit North America 20252025-06-23
Opia turns a Jupyter proof‑of‑concept RAG notebook into deployable microservices: chunking PDFs (~1,000-token chunks with overlap), embedding with a Hugging…
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AI Pipelines With OPEA: Best Practices for Cloud Native ML Operati...KubeCon + CloudNativeCon Europe 20252025-04-01
Open Platform for Enterprise AI (OPEA) provides composable, Kubernetes-first pipelines with concrete artifacts: 20+ blueprints (Docker Compose and Helm) that…
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Beyond the Buzz: Navigating AIs Myths and RealitiesOpen Source Summit Europe 2024: Open AI + Data Forum2024-09-16
Argues that most “AI everywhere” claims are hype and gives concrete counters: Kaggle winners often use classical ML not Transformers, using Transformers for…
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Simplifying Generative AI App Development Why Standards MatterOpen Source Summit Europe 2024: Open AI + Data Forum2024-09-16
Open Platform for Enterprise AI (OPA) claims to be a vendor‑neutral, containerized reference architecture that assembles embeddings microservice, retriever…
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Sponsored Session: Beyond the Buzz: Navigating AIs Myths and RealitiesOpen Source Summit Europe 20242024-09-16
Argument that LLMs are overhyped and not universal tools, with concrete examples: use CNNs or YOLO for vision and RNNs/CNNs or classic ML for time series often…
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Simplifying Generative AI App Development Why Standards MatterOpen Source Summit Europe 20242024-09-16
Introduces a vendor-neutral reference architecture called OPA (Open Platform for Enterprise AI): a composed-file deployment of containerized microservices…
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Sponsored Session: Beyond the Buzz: Navigating AI's Myths and RealitiesOpen AI + Data Forum @ Open Source Summit North America 20242024-04-16
Claim: superhuman or general AI remains distant with survey estimates shifting from 10% in 2022 to 90% by 2075; current wins are practical not mystical…
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The Search for Transparency and Accountability in the Age of...Open AI + Data Forum @ Open Source Summit Europe 20232023-09-19
Argues that Responsible AI needs XAI to survive in production and shows concrete tooling and findings: uses IBM bias checks on the German credit dataset…
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Sponsored Session: The Search for Transparency and Accountability in the Age of AI: RAI & XAI as Essential ToolsOpen Source Summit Europe 20232023-09-19
Summarizes responsible AI as four concrete requirements — fairness, transparency, accountability, privacy — and shows actual tooling: uses IBM AI Fairness 360…
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OpenFL: A Federated Learning Project to Power (and Secure) Your ProjectsOpen AI + Data Forum @ Open Source Summit North America 20232023-05-10
OpenFL is a Python 3 framework for federated learning that actually ships: a pip package, containers, workspace/plan files and an integrated certificate…
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Transformes for Time Series: Is the New State of the Art (SOA) Approaching?Open AI + Data Forum @ Open Source Summit North America 20232023-05-10
Claims that transformers beat LSTMs on long-horizon forecasting for time series get tested with open source Informer and SpaceTimeFormer code, using…
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