Chip Huyen
where else to find them
what they talk about
all 7 in the filters
where they keep going back
no series more than once — all 9 in the filters
on a stage with
- Jialin Huangonce
- Laurence Moroneyonce
- Noelle Silveronce
all 5 in the filters
who talks about the same things
- Maggie Appleton12 talks
- Andreas Buhlmeier5 talks
- Olimpiu Pop8 talks
- Vincent Caldeira16 talks
- Tariq King18 talks
- Paige Bailey33 talks
| title | conference | date |
|---|---|---|
| Coding with AI | PyTorch Conference 2025 | 2025-10-22 |
Overview of current AI coding tooling, interfaces and measurable claims: compares IDE, CLI, GitHub and web UIs and names Cloud Code, OpenAI Codex, Gemini CLI… | ||
| AI Engineering Anti-patterns | Craft Conference 2025 | 2025-05-29 |
Generative models often solve the wrong problem: a claimed 30% electricity savings comes without a baseline check and greedy scheduling or classic optimization… | ||
| AI Engineering Anti-patterns | Optimized AI Conference 2025 | 2025-04-14 |
Talk lists concrete anti‑patterns and shows what actually fails: claims of “30% energy savings” collapse on user behavior and simpler convex optimization would… | ||
| Unified dataframe API for different data backend | DataEngBytes Auckland 2024 | 2024-10-04 |
A unified dataframe API called Ibis compiles Python dataframe code into relational expressions that target Snowflake, DuckDB, Spark, RAPIDS/GPUs and others… | ||
| Future of Machine Learning Panel | DataEngBytes Sydney 2024 | 2024-09-24 |
Panel argues that scaling hits concrete limits: internet text for training is nearly exhausted, datacenters already use ~1–4% of world electricity, and gains… | ||
| Keynote: Learnings from Studying 800 Generative AI Open Source Repos | AI.dev: Open Source GenAI & ML Summit North America 2023 | 2023-12-12 |
Scans GitHub down from ~26,000 LM hits and ~100,000 GPT hits to a curated set of 800 repos (>=5–6 stars), categorizes them into stack layers and finds most… | ||
| Automated Model Update & Evaluation | Data @Scale Spring 2022 | 2022-05-18 |
Breaks down when to use stateful (incremental) vs stateless retraining and reports a real example: switching to incremental retraining cuts training cost ~45x… | ||
| Gradient ascent for your career | Women in Machine Learning Symposium 2021 | 2021-10-19 |
Claims that AI/ML drives massive job and market growth (37% in data/AI jobs, 40–50% YoY software market, ~100k LinkedIn openings) pair with concrete tooling… | ||
| Machine Learning is Going Real-Time | TWIMLcon: AI Platforms 2021 | 2021-01-19 |
Real-time ML splits into Level 1: online predictions (ms–1s latency) and Level 2: online learning (minutes, micro-batches of ~100–500); TikTok uses real-time… | ||
| nothing matches | ||