From Unicorns to Regulations: How AI Is Built, Scaled, and Deployed
A panel on the engineering, operating, and regulatory realities behind deployed AI systems.
NALB Forum 2026Source ↗
101 appearances · 67 recordings · 2012–2026
On the record.
Talks, interviews, demos, and livestreams—including the ones whose video did not survive the conference Wi-Fi.
101 appearances
2026
2 appearances
Exploring Space, NASA, and the AWS Cloud
A short interview about the route from NASA and SpaceX to AWS developer evangelism.
Phil BurgessWatch ↗
2025
8 appearances
AWS re:Invent 2025 Recap
A two-hour review of the 2025 launches across infrastructure, data, and AI.
AWS re:Invent 2025Watch ↗
AWS Partners AI LIVE at re:Invent 2025
A Caylent and AWS partner livestream appearance from re:Invent 2025.
AWS re:Invent 2025Watch ↗
Agentic AI: Prompts, Evals, and Orchestration
An AWS Twitch conversation with Guille Ojeda about where agent systems create value and where orchestration adds noise.
AWS on TwitchSource ↗
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments
Production patterns, evaluation strategy, cost controls, and the failure modes that keep good demos from becoming useful products.
AI Engineer World's Fair 2025Watch ↗
AI and Cloud Leaders
A conversation about model economics, reasoning systems, and why platform differentiation matters more than betting on one model.
AWS and Ecosystem Leaders Halftime Report 2025Watch ↗
Meatballs, Manifolds, and Massive Investments
A Logicata conversation about new AWS capabilities, cloud operations, and the business around them.
LogicataWatch ↗
Fortune 500 Track Host
MC for the Fortune 500 track at AI Engineer World's Fair 2025.
AI Engineer World's Fair 2025Source ↗
Conversations on Leadership
An interview at hackNY Spring about engineering leadership, risk, and building technology intentionally.
hackNY Spring 2025Source ↗
2024
8 appearances
AWS re:Invent 2024 Recap
A full recap with Brian Tarbox covering Bedrock, Nova, SageMaker, infrastructure, and the launches between them.
AWS re:Invent 2024Watch ↗
It Is Not Quite Rocket Science
A Cloud Control conversation about the path from NASA and SpaceX to AWS and cloud leadership.
Cloud Control PodcastWatch ↗
Cloud and AWS re:Invent 2024
An interview on AWS infrastructure, Amazon Nova, practical generative AI, and the cost structures CFOs should understand.
AWS re:Invent 2024Watch ↗
Generative AI Leadership Forum
An AWS virtual-conference appearance on turning generative AI capability into business outcomes.
Generative AI Leadership ForumSource ↗
AI Architecture at AWS Summit New York 2024
A theCUBE interview with Jean-Simon Venne on model durability, token economics, and enterprise AI capability.
AWS Summit New York 2024Watch ↗
Generative AI, Tech News, and Evolving Perspectives
A Last Week in AWS conversation about enterprise AI, technology shifts, and changing your mind in public.
Last Week in AWSWatch ↗
Retrieval-Augmented Generation: Neural NebulAI
A practical RAG discussion with Clayton Davis covering architecture, tradeoffs, and failure modes.
Neural NebulAIWatch ↗
Prompt Engineering: Neural NebulAI
A deeper session with Clayton Davis on evaluations, optimization, and one-shot learning with Bedrock.
Neural NebulAIWatch ↗
2023
9 appearances
AWS re:Invent 2023 Recap
A long-form recap with Brian Tarbox covering the launches that changed real AWS architectures.
AWS re:Invent 2023Watch ↗
Amazon Bedrock Deep Dive
A launch-day walkthrough of prompting, fine-tuning, RAG, and building with Amazon Bedrock.
CaylentWatch ↗
Prompt Engineering
A compact session with Mark Olson on structuring prompts for useful, relevant model output.
CaylentWatch ↗
Amazon Bedrock vs. SageMaker JumpStart
A short comparison of managed generative-AI options and the control each one exposes.
CaylentWatch ↗
Is AWS Bedrock the OpenAI Killer?
A Real-World Serverless conversation and demo about Bedrock, LangChain, and AWS's model platform.
Real-World ServerlessWatch ↗
Redshift Use Cases
A San Francisco event session on practical Amazon Redshift use cases.
San Francisco AWS eventSource ↗
Twitch Plays AWS Control Tower
A Howdy Partner livestream about creating, provisioning, and managing AWS accounts at scale.
AWS Howdy PartnerSource ↗
AWS re:Invent 2022 Recap
A fast pass through the major launches from re:Invent 2022 with Ross Lawrie.
AWS re:Invent RecapWatch ↗
Mythbusting GenAI
A practical argument about what generative AI can do, where it fails, and why the word intelligence causes so much trouble.
CaylentWatch ↗
2022
6 appearances
Next-Generation Infrastructure: Efficiency and Cost
A conversation with Corey Quinn about cloud efficiency, sustainability, and infrastructure economics.
CaylentWatch ↗
Taking Advantage of AWS Global Infrastructure
A session on using AWS regions, availability zones, and global infrastructure intentionally.
AWS Community Day Bay Area 2022Watch ↗
Use AWS Global Infrastructure to Your Advantage
CloudFront, Global Accelerator, Local Zones, Wavelength, Cloud WAN, and IPv6 in one global architecture session.
AWS Summit New York 2022Source ↗
Using AWS Wavelength and Global Infrastructure
A session on Wavelength, Local Zones, and the infrastructure choices behind low-latency applications.
AWS Summit Atlanta 2022Source ↗
Mission: Leader in Cloud Solutions and Evangelism
A career and cloud-technology interview with Jon Myer.
Jon Myer PodcastWatch ↗
From Etymology to Engineering
A conversation with Corey Quinn about cloud, building teams, and moving from AWS employee back to AWS customer.
Screaming in the CloudWatch ↗
2021
2 appearances
Access Pattern Development Is Key for Modern Deployments
An interview on data-access patterns and modern deployment architecture.
TFiRWatch ↗
From NumPy to PyTorch: A Story of API Compatibility
A PyCon talk with Mike Ruberry on compatibility, divergence, and the design of PyTorch's NumPy-facing APIs.
PyCon US 2021Watch ↗
2020
1 appearance
AWS Community Day Midwest Keynote
A keynote appearance for the Midwest AWS community.
AWS Community Day Midwest 2020Watch ↗
2019
11 appearances
AWS at Angelbeat
A short AWS event appearance covering the platform for an Angelbeat audience.
AngelbeatWatch ↗
Aurora PostgreSQL Live
A database livestream with Nick Walsh and Anoop about Aurora PostgreSQL.
Amazon Web ServicesSource ↗
Building with Lambda@Edge
A live workshop on running request-handling code at CloudFront edge locations.
Amazon Web ServicesSource ↗
Amazon DocumentDB Live
A live discussion with Joseph Idziorek about Amazon DocumentDB and document workloads.
Amazon Web ServicesSource ↗
Databases Live from Collision
A live database discussion broadcast from Collision Conference in Toronto.
Collision Conference 2019Source ↗
Choosing the Right Database
A practical guide to matching application access patterns with purpose-built databases.
IndyAWS MeetupWatch ↗
Adding Intelligence to Applications with Python, Boto3, and Machine Learning APIs
A practical session on adding AWS machine-learning APIs to Python applications.
vBrownBagWatch ↗
AWS Summit Santa Clara Livestream
Live Summit commentary and interviews with AWS experts, customers, and builders.
AWS Summit Santa Clara 2019Source ↗
Choosing Databases at AWS Summit Berlin
A keynote-hall database session on matching workloads to purpose-built data stores.
AWS Summit Berlin 2019Source ↗
WhereML and AI Chalk Talk
An AWS Summit Berlin chalk talk on the image-location bot and its machine-learning architecture.
AWS Summit Berlin 2019Source ↗
VTUG Winter Warmer 2019
A short AWS community interview recorded at VTUG's annual Winter Warmer.
VTUG Winter Warmer 2019Watch ↗
2018
11 appearances
My Favorite AWS Announcements Before re:Invent 2018
A personal roundup of the AWS launches that mattered before the conference added another week of announcements.
Randall HuntWatch ↗
Building an AI-Powered Twitter Bot That Guesses Picture Locations
A PyBay talk about WhereML, an image-location bot built with Python and machine learning.
PyBay 2018Watch ↗
Machine Learning in Production with Twitter Bots
A two-part AWS Innovate session building and deploying the WhereML image-location bot.
AWS InnovateWatch ↗
AWS Summit New York 2018 Livestream
All-day hosting, interviews, and technical commentary from AWS Summit New York.
AWS Summit New York 2018Watch ↗
Amazon SageMaker Demo
A hands-on demonstration of building and running a machine-learning workflow with SageMaker.
AWS Portsmouth User GroupWatch ↗
Winter Warmer 2018
An AWS community presentation at the Vermont Technology User Group's annual winter event.
VTUG Winter Warmer 2018Watch ↗
Serverless Applications
A Software Engineering Daily interview on composing applications from managed services and functions.
Software Engineering DailyWatch ↗
Random Programming on RandallAtAmazon
An informal programming stream on Randall's personal Twitch channel.
RandallAtAmazon on TwitchSource ↗
Building Lambda-Powered Twitter Bots
A four-hour live build of serverless bots that respond to mentions and new followers.
AWS on TwitchWatch ↗
Reading Web Pages with Amazon Polly and Chrome Extensions
A live build of a browser extension that reads web pages aloud with Amazon Polly.
AWS on TwitchWatch ↗
Training and Deploying AI with Amazon SageMaker
A live build of a time-series model with Amazon SageMaker.
AWS on TwitchWatch ↗
2017
25 appearances
AWS re:Invent 2017 Twitch Coverage
A week of live demos, interviews, launch coverage, and audience questions from re:Invent.
AWS re:Invent 2017Source ↗
Build, Deploy, Debug and Tune Serverless Microservices
A detailed technical talk on building and operating serverless microservices.
DevoxxWatch ↗
Deep Dive into Deep Learning with MXNet
A Devoxx session on neural networks, MXNet, and the problems deep learning was beginning to solve.
Devoxx 2017Watch ↗
Convolutional Neural Networks in MXNet
A live AWS session with Sunil Mallya on building and understanding CNNs in MXNet.
AWS on TwitchSource ↗
AWS Chatbot Challenge Winners
A live review with Tara Walker of the winning bots from the AWS Chatbot Challenge.
AWS on TwitchWatch ↗
Deep Learning Live
An AWS Twitch session introducing deep-learning concepts through live code.
AWS on TwitchSource ↗
Building Call Centers with Amazon Connect
A live build of a programmable contact center with Amazon Connect.
AWS on TwitchWatch ↗
How to Win a Hackathon with AWS
A two-hour live session on turning a hackathon idea into a working AWS-backed project.
AWS on TwitchWatch ↗
Building Better CloudFormation Templates
A live-coding session on making CloudFormation templates easier to maintain and operate.
AWS on TwitchWatch ↗
Chatbots with Slack and Amazon Lex
A guest session with Slack connecting conversational interfaces to Lex.
AWS on TwitchWatch ↗
Deep Dive on AWS X-Ray
A London Summit session with Ashley Sole on instrumenting and tracing distributed applications.
AWS Summit London 2017Source ↗
Recognizing Celebrities with Amazon Rekognition
A two-hour live build using Rekognition to identify celebrities in images.
AWS on TwitchWatch ↗
AWS Rekognition Workshop Tutorial
A short build walkthrough for the Rekognition-powered Twitter bot behind AWS Cloud Ninja.
Randall HuntWatch ↗
Building SayIt with Polly, DynamoDB, API Gateway, and Lambda
A long-form live build of a serverless text-to-speech application.
AWS on TwitchWatch ↗
Serverless, What Is It Good For?
A Python-community talk explaining where serverless is useful and where it is not.
Epic Python VideosWatch ↗
Building a Lambda CI/CD Pipeline
An AWS Summit Brazil session on continuously delivering Lambda applications.
AWS Summit Brazil 2017Source ↗
Serverless Services
A practical introduction to AWS serverless services and the application patterns they make possible.
ServerlessConfWatch ↗
Building Chatbots with Amazon Lex
A live-coding session building a conversational application with Amazon Lex.
AWS on TwitchWatch ↗
Building CloudViking with Cloud Ninja
A quick live build extending the Cloud Ninja image bot into CloudViking.
AWS on TwitchSource ↗
Building Chatbots at AWS Summit Stockholm
A hands-on chatbot workshop at AWS Summit Stockholm.
AWS Summit Stockholm 2017Source ↗
AWS Lambda: All You Need to Know
A technical session on Lambda delivered while working as an AWS technical evangelist.
Amazon Web Services KoreaWatch ↗
Twitch Users Sign In to AWS with Web Identity
A short stream using STS AssumeRoleWithWebIdentity to give Twitch users constrained AWS access.
AWS on TwitchWatch ↗
API Authentication with Amazon Cognito
A live build of browser and API authentication using Cognito.
AWS on TwitchWatch ↗
Twitch Plays the AWS Console
A live experiment letting Twitch viewers drive actions in an AWS account.
AWS on TwitchWatch ↗
End-to-End Serverless
A full session on building serverless systems from the first event through deployment and operation.
ServerlessConf ParisWatch ↗
2016
7 appearances
Learning Machine Learning Live
A live-coding session working through machine-learning code in public.
AWS on TwitchWatch ↗
Building AWS Cloud Ninja Live
A two-part Twitch session building the image-processing bot later used across AWS events.
AWS on TwitchWatch ↗
AWS re:Invent 2016: Day 3 Keynote Recap
A live recap with Julio Faerman after the final re:Invent keynote.
AWS re:Invent 2016Watch ↗
AWS re:Invent 2016: Day 2 Keynote Recap
A live recap with Ian Massingham and Julio Faerman after the second re:Invent keynote.
AWS re:Invent 2016Watch ↗
AWS re:Invent 2016: Day 1 Kick-Off
A live day-one kickoff with Danilo Poccia and Julio Faerman before the first wave of re:Invent announcements.
AWS re:Invent 2016Watch ↗
Cloud Ninja Application
An early working demo of the image-processing bot built during AWS live-coding sessions.
Randall HuntSource ↗
Days Until re:Invent Live Build
A multi-day AWS Twitch build leading into re:Invent 2016.
AWS on TwitchSource ↗
2015
1 appearance
EQUIP: Smart SMS Interactions for Connected Devices
A Twilio SIGNAL presentation on using SMS as an interface for connected hardware.
Twilio SIGNALWatch ↗
2014
6 appearances
Weather of the Century
A Python talk connecting weather data, programming, and public-interest analysis.
PyGotham 2014Watch ↗
Weather of the Century at Midwest.io
A conference version of the weather-data talk using MongoDB geospatial queries and a graphical application.
Midwest.io 2014Watch ↗
MongoDB World 2014
A presentation at MongoDB's first global user conference in New York.
MongoDB World 2014Source ↗
Little Rock MongoDB User Group
A MongoDB user-group presentation in Little Rock, Arkansas.
Little Rock MongoDB User GroupSource ↗
Schema Design in MongoDB
A Raleigh MongoDB User Group session on designing documents around application access patterns.
Raleigh MongoDB User GroupSource ↗
2013
3 appearances
Introduction to Replication and Replica Sets
A MongoDB Days Chicago session on replica-set topology, failure recovery, consistency, and application behavior.
MongoDB Days Chicago 2013Source ↗
Introduction to Sharding
A second MongoDB Days Chicago session on distributing data across shards and choosing an effective shard key.
MongoDB Days Chicago 2013Source ↗
MongoDB Days Seattle 2013
A confirmed MongoDB Days speaking appearance in Seattle during Randall's 10gen developer-advocacy era.
MongoDB Days Seattle 2013Source ↗
2012
1 appearance
MongoDB Seattle 2012
An early MongoDB conference presentation at the Bell Harbor Conference Center.
MongoDB Seattle 2012Source ↗
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