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about: Pranesh Nikhar about/more: πŸͺͺ More docs/test: Docs Test ideas: πŸ’‘ Ideas more: βž• More now: Now posts: πŸ“¬ Posts projects: πŸ“š Projects webtui: Style posts/agentic-eda: πŸ“Š AgenticEDA β€” Automated Exploratory Data Analysis with LangGraph posts/cap-theorem-outage-story: 🌐 CAP Theorem with a Real Outage Story posts/codepilot: ✈️ CodePilot β€” From Requirements to Deployable FastAPI Backend posts/common-auth-mistakes: πŸ” Common Auth Mistakes Developers Make posts/compiled-vs-jit-vs-interpreted: ⚑ Why Is X Language Fast or Slow? β€” Compiled vs JIT vs Interpreted posts/cs-degree-gaps: πŸŽ“ Things CS Degrees Don't Teach You posts/cve-2025-breach-analysis: πŸ›‘οΈ CVE-2025 Breach Analysis β€” Midnight Blizzard and the 16 Billion Credential Leak posts/fixloop: πŸ”„ FixLoop β€” AI Agent Loop for Self-Correcting Code posts/functional-vs-oop: ⚑ Functional vs OOP β€” Same Problem, Both Ways posts/getman: 🦾 Getman β€” Declarative API Tester for CLI & TUI posts/how-compilers-optimize: βš™οΈ How Compilers Actually Optimize Your Code posts/http3-quic: ⚑ HTTP/3 and QUIC β€” Why They Matter posts/leetcode-vs-engineering: 🧩 LeetCode vs Real Engineering Skills posts/llm-from-scratch: 🧠 LLM from Scratch β€” GPT-Style Transformer in PyTorch posts/lsm-trees-bloom-filters: 🌳 LSM Trees & Bloom Filters β€” Production Deep Dive posts/mcp-workflow-builder: πŸ”§ MCP Workflow Builder β€” Visual DAG for MCP Tools posts/persistent-memory: 🧠 Persistent Memory β€” Long-Term Memory for AI Agents via MCP posts/playcli: 🎬 PlayCLI β€” Terminal Video Player posts/postgres-mvcc: πŸ—„οΈ How PostgreSQL MVCC Works β€” Multi-Version Concurrency Control Deep Dive posts/raft-consensus: β›΅ Raft Consensus Algorithm Explained posts/rust-borrow-checker: πŸ¦€ Rust Borrow Checker β€” Catches Real Bugs posts/titan: πŸ€– Titan β€” Terminal AI Coding Agent posts/what-happens-url: 🌐 What Happens Between Typing a URL and Seeing the Page posts/what-happens-when-you-run-a-program: βš™οΈ What Actually Happens When You Run a Program posts/zero-knowledge-proofs: πŸ” Zero-Knowledge Proofs Explained Simply webtui/components/accordion: Accordion webtui/components/badge: Badge webtui/components/button: Button webtui/components/checkbox: Checkbox webtui/components/dialog: Dialog webtui/components/input: Input webtui/components/popover: Popover webtui/components/pre: Pre webtui/components/progress: Progress webtui/components/radio: Radio webtui/components/range: Range webtui/components/separator: Separator webtui/components/spinner: Spinner webtui/components/switch: Switch webtui/components/table: Table webtui/components/textarea: Textarea webtui/components/tooltip: Popover webtui/components/typography: Typography webtui/components/view: View webtui/contributing/contributing: Contributing webtui/contributing/contributing: ## Local Development webtui/contributing/contributing: ## Issues webtui/contributing/contributing: ## Pull Requests webtui/contributing/style-guide: Style Guide webtui/contributing/style-guide: ## CSS Units webtui/contributing/style-guide: ## Selectors webtui/contributing/style-guide: ## Documentation webtui/installation/astro: Astro webtui/installation/astro: ## Scoping webtui/installation/astro: ### Frontmatter Imports webtui/installation/astro: ### β€Ήstyleβ€Ί tag webtui/installation/astro: ### Full Library Import webtui/installation/nextjs: Next.js webtui/installation/vite: Vite webtui/plugins/plugin-dev: Developing Plugins webtui/plugins/plugin-dev: ### Style Layers webtui/plugins/plugin-nf: Nerd Font Plugin webtui/plugins/theme-catppuccin: Catppuccin Theme webtui/plugins/theme-custom: Custom Theme webtui/plugins/theme-everforest: Everforest Theme webtui/plugins/theme-gruvbox: Gruvbox Theme webtui/plugins/theme-nord: Nord Theme webtui/plugins/theme-vitesse: Vitesse Theme webtui/start/ascii-boxes: ASCII Boxes webtui/start/changelog: Changelog webtui/start/installation: Installation webtui/start/installation: ## Installation webtui/start/installation: ## Using CSS webtui/start/installation: ## Using ESM webtui/start/installation: ## Using a CDN webtui/start/installation: ## Full Library Import webtui/start/installation: ### CSS webtui/start/installation: ### ESM webtui/start/installation: ### CDN webtui/start/intro: Introduction webtui/start/intro: ## Features webtui/start/plugins: Plugins webtui/start/plugins: ## Official Plugins webtui/start/plugins: ### Themes webtui/start/plugins: ## Community Plugins webtui/start/theming: Theming webtui/start/theming: ## CSS Variables webtui/start/theming: ### Font Styles webtui/start/theming: ### Colors webtui/start/theming: ### Light & Dark webtui/start/theming: ## Theme Plugins webtui/start/theming: ### Using Multiple Theme Accents webtui/start/tuis-vs-guis: TUIs vs GUIs webtui/start/tuis-vs-guis: ## Monospace Fonts webtui/start/tuis-vs-guis: ## Character Cells
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πŸŽ™οΈ Talks

Pranesh Nikhar

HTML ⇆ Reveal.js

Convert any talk page to a Reveal.js deck by appending /slides: /talks/ai-for-science-2024/ β†’ /talks/ai-for-science-2024/slides

DateTitleLocation
2026-06-03Production Pre-Training at ScaleTPC'26 MAPE Track (Baltimore, MD)
2025-12-16AuroraGPT: Training Foundation Models on Supercomputers
2025-12-16AuroraGPT: Training Foundation Models on SupercomputersANL
2025-10-24Training Foundation Models on SupercomputersUIUC
2025-10-15Training Foundation Models on SupercomputersGeorgia Institute of Technology
2025-10-08AERIS: Argonne's Earth Systems Model2025 ALCF Hands On HPC Workshop
2025-09-24Training Foundation Models on Supercomputers2025 ALCF Hands On HPC Workshop
2025-09-02Open SkAI2025Open SkAI 2025
2025-09-02Scientific AI at Scale: AuroraGPTOpen SkAI 2025
2025-09-02Scientific AI at Scale: Distributed TrainingOpen SkAI 2025
2025-07-31AuroraGPTSIAM AN2025
2025-05-21LLMs on Aurora: Overview2025 ALCF INCITE GPU Hackathon
2025-05-07ALCF Incite Hackathon 20252025 ALCF INCITE GPU Hackathon
2025-05-07LLMs on Aurora: Hands-On2025 ALCF INCITE GPU Hackathon
2025-02-12AuroraGPT: Foundation Models for ScienceFoundation Models for the Electric Grid
2024-11-05Parallel Training MethodsAI-for-Science on Supercomputers
2024-10-30AuroraGPT: ANL's General Purpose Scientific LLM2024 ALCF Hands-on HPC Workshop
2024-10-29Deep Learning and Foundation Models at Scale2024 ALCF Hands-On HPC Workshop
2024-09-04AuroraGPTHPC User Forum, 2024
2024-08-09Training LLMs at ScaleATPESC, 2024
2024-07-17Training LLMs on PolarisCSFM Summer School 2024
2024-03-01Parallel Training TechniquesAI-4-Science Training Series
2024-02-01LLMs from ScratchLLM Tutorial Workshop
2023-11-01Creating Small(-ish) LLMsLLM Tutorial Workshop
2023-10-15Exascale Science on AuroraIntel oneAPI Workshop @ UIC
2023-10-01LLM Lunch TalkALCF Hands On HPC Workshop
2023-08-01Scaling LLMs for ScienceData-Intensive Computing + AI/ML at Scale
2023-07-31MLMC: Machine Learning Monte CarloLattice 2023 (Fermilab)
2023-07-15Generative Modeling and Efficient SamplingPASC23
2023-04-01Efficient Sampling for LGTDeep Fridays @ U. Bologna
2022-11-01Large Scale TrainingAI4Science on Supercomputers, ALCF
2022-10-01Hyperparameter ManagementALCF SDL Workshop
2022-08-01Statistical LearningATPESC 2022
2022-05-01Scientific Data Science: An Emerging SymbiosisANL
2022-03-01Machine Learning in HEPUNC Greensboro
2021-12-01Accelerated Sampling Methods for LGTDWQ @ 25, BNL
2021-09-01Training Topological Samplers for LGTML4HEP, ECT* Trento
2021-06-01l2hmc-qcdMIT Lattice Group Seminar
2021-03-01Deep Learning HMC for Improved Gauge GenerationML in LQCD Workshop
2020-06-01Machine Learning for Lattice QCDU. Iowa
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