Build On Generative AI
A weekly live stream about neural networks, content creation, and gradient descent at scale. Basically all things Generative AI.
You may have heard about Generative AI and you want to see it in action. You want to know if there is substance behind the hype. Maybe you want to see if there is anything real behind the claims, and you wanna see how far it can go. Well then - WELCOME 👋 Welcome to the Build on Generative AI show. Your favorite weekly Twitch show, about all things Generative AI. Every week we look at new technical and scientific patterns on AWS, inviting guest speakers to demo their work and show us how they built something new to improve the state of Generative AI.
Hosts of the Show
Every week you can join in the conversation both on or off the air with your hosts, Darko, Mike and Tiffany:
Darko Mesaroš (Дарко Месарош), Senior Developer Advocate: Seattle, WA based resident retro hardware aficionado who loves yelling into the camera about the cloud while he learns, breaks and builds it. If you could summon him with one word it would be: Commodore 64. Talk with him on Twitter or LinkedIn.
Mike Chambers, Senior Developer Advocate: Brisbane, Australia, resident tea drinker and builder of Lego. Is he real or is he a GenAI model? We don't know, and we're not sure if it matters.
Tiffany Souterre, Senior Developer Advocate: Paris, France based resident passionate about Machine learning and Artificial Intelligence. If you can mix that with science or video games and she can become overly enthusiastic. She also loves hosting the show with her four-legged pup Gypsy, also a tech lover!
Mike Chambers, Senior Developer Advocate: Brisbane, Australia, resident tea drinker and builder of Lego. Is he real or is he a GenAI model? We don't know, and we're not sure if it matters.
Tiffany Souterre, Senior Developer Advocate: Paris, France based resident passionate about Machine learning and Artificial Intelligence. If you can mix that with science or video games and she can become overly enthusiastic. She also loves hosting the show with her four-legged pup Gypsy, also a tech lover!
If you have any questions, comments, or ideas, reach out to us. Feel free to send us an email at: build-on-generative-ai@amazon.com
Schedule
Come learn live with us! We stream every Thursdays at 2:00pm Pacific ET. Check us out on Twitch 👇
Missed previous episodes? Check them out below 👇
SEASON 03
| Episode | Name | Date | Guest | Link to Show Notes |
|---|---|---|---|---|
| S03E01 | Season start | 2024-02-05 | Darko Mesaros, Mike Chambers, Tiffany Souterre | Show notes |
| S03E02 | Voice to Code | 2024-02-12 | Martin Coulon | Show notes |
| S03E03 | CodeWhisperer for command line | 2024-02-19 | Brendan Falk | Show notes |
| S03E04 | PartyRock! | 2024-02-26 | Banjo Obayomi | Show notes |
| S03E05 | Play Minecraft with an AI! | 2024-03-04 | Darko Mesaros, Tiffany Souterre | Show notes |
| S03E06 | Enhancing your company with gen AI | 2024-03-11 | Martin Mueller | Show notes |
| S03E07 | A Bedrock JIRA Agent | 2024-03-18 | Martyn Kilbryde | Show notes |
| S03E08 | Secure your SaaS product by building a gen AI powered digital thread | 2024-03-25 | David Melamed | Show notes |
| S03E09 | Add genAI to a Javascript Web App | 2024-04-01 | Elizabeth Fuentes, Ricardo Ceci | Show notes |
| S03E10 | No Python, No Problem: Gen AI for the rest of us | 2024-04-08 | Dennis Traub | Show notes |
| S03E11 | Let’s tame the Polish language with LLMs | 2024-04-15 | Wojtek Gawronski | Show notes |
| S03E12 | LLama-Index on AWS with SageMaker and Bedrock | 2024-04-22 | Davide Gallitelli | Show notes |
| S03E13 | RAG made easy using Bedrock | 2024-04-30 | Suman Debnath | Show notes |
| S03E14 | Agents on Amazon Bedrock | 2024-05-23 | Darko Mesaros, Mike Chambers, Tiffany Souterre | Show notes |
| S03E15 | Chat with your document on Amazon Bedrock | 2024-05-30 | Veliswa Boya | Show notes |
| S03E16 | What’s prompt hacking ? | 2024-06-07 | Darko Mesaros, Mike Chambers, Tiffany Souterre | Show notes |
| S03E17 | Mistral AI latest releases: Codestral and fine-tuning capabilities | 2024-06-13 | Harizo Rajaona | Show notes |
| S03E18 | Build an LLM Bot to Conquer Slay the Spire | 2024-06-20 | Banjo Obayomi | Show notes |
| S03E19 | Deep dive into tokenizers and embeddings | 2024-07-11 | Harizo Rajaona | Show notes |
| S03E20 | Prompt flows | 2024-07-18 | Darko Mesaros, Mike Chambers, Tiffany Souterre | Show notes |
| S03E21 | What's new on Bedrock!? | 2024-07-25 | Mike Chambers, Tiffany Souterre | Show notes |
| S03E22 | Many LLMs, Single API | 2024-08-01 | Darko Mesaros, Tiffany Souterre | Show notes |
| S03E23 | Summer news from Mistral | 2024-08-08 | Harizo Rajaona | Show notes |
| S03E24 | Let's talk about AI engineering | 2024-08-15 | Mike Chambers, Tiffany Souterre | Show notes |
| S03E25 | AI in pop culture and new tools | 2024-08-22 | Darko Mesaros, Mike Chambers, Tiffany Souterre | Show notes |
SEASON 02
| Episode | Name | Date | Guest | Link to Show Notes |
|---|---|---|---|---|
| S02E01 | Let's look at Llama2, Falcon and more! New season start | 2023-08-14 | Emily Webber | Show notes |
| S02E02 | Defining best for long context Language Models | 2023-08-21 | David Bounds | Show notes |
| S02E04 | Streaming support on SageMaker endpoints | 2023-09-11 | Raghu Ramesha | Show notes |
| S02E05 | Mounting S3 Buckets to EC2 Instances | 2023-09-18 | Devabrat & John | Show notes |
| S02E06 | Llama Recipes | 2023-09-25 | Matthias & Sean | Show notes |
| S02E07 | Amazon Bedrock and Bias Mitigation for LLMs | 2023-10-02 | Mark Roy | Show notes |
| S02E08 | Translating unstructured Documents to structured data | 2023-10-09 | Arlind Nocaj | Show notes |
| S02E09 | Finding alignment in the world of Generative AI | 2023-10-16 | David Bounds | Show notes |
| S02E10 | Chatting to your SageMaker Studio | 2023-10-23 | Ayush Khatri | Show notes |
| S02E11 | Securing Amazon Bedrock | 2023-10-30 | Ram Vittal | Show notes |
| S02E12 | Advanced Text Summarization with Amazon Bedrock | 2023-11-06 | Justin Muller | Show notes |
SEASON 01
| Episode | Name | Date | Guest | Link to Video |
|---|---|---|---|---|
| S02E01 | Stable Diffusion on AWS | 2023-01-23 | Emily Webber | Link to Recording |
| S02E02 | Image fine-tuning with DreamBooth | 2023-01-30 | Heiko Hotz | Link to Recording |
| S02E03 | Model parallelism | 2023-02-06 | Mani Khanuja | Link to Recording |
| S02E04 | Large language model hosting | 2023-02-16 | Rupinder Grewal | Link to Recording |
| S02E05 | End-to-End Generative AI | 2023-02-27 | Chris Fregley | Link to Recording |
| S02E06 | Training with Trainium | 2023-03-06 | KC Tung & Lorea | Link to Recording |
| S02E07 | Call center analytics | 2023-03-13 | Babu Srinivasan & Chris Lott | Link to Recording |
| S02E08 | Hyper Parameter Tuning | 2023-03-20 | Joao | Link to Recording |
| S02E09 | Generative AI as a Service | 2023-03-27 | Joao Moura | Link to Recording |
| S02E10 | Foundation Models on SageMaker | 2023-04-03 | Arun Shankar | Link to Recording |
| S02E11 | Retrieval Augmented Generation | 2023-04-10 | Emily Webber | Link to Recording |
| S02E12 | Stable Diffusion on Trainium | 2023-04-17 | KC Tung | Link to Recording |
| S02E13 | Open Source LLM Evaluation with HELM | 2023-04-24 | Gili Nachum | Link to Recording |
| S02E14 | AI Code Generation with Amazon CodeWhisperer | 2023-05-01 | David Ernst | Link to Recording |
| S02E15 | TensorBoard and SageMaker | 2023-05-08 | Arun Lokanatha | Link to Recording |
| S02E16 | Generative AI with AI21 Labs | 2023-05-15 | Yuval Belfer | Link to Recording |
| S02E17 | Reinforcement learning with Human Feedback | 2023-05-22 | EK | Link to Recording |
| S02E18 | Using Python scripts in SageMaker | 2023-05-29 | Guiseppe A. Porcelli | Link to Recording |
| S02E19 | Generating Anime Characters | 2023-06-12 | Jerry Xie | Link to Recording |
| S02E20 | Detect and Mitigate Bias in NLP | 2023-06-26 | Bharati Srini | Link to Recording |