What we’re about
Austin Deep Learning Meetup: Bridging Cutting-Edge AI and Top Talent
Established in 2016, the Austin Deep Learning Meetup stands at the forefront of the city's AI community. With a robust membership of over 4,000 practitioners, researchers, and professionals, our group is the pivotal platform for machine learning and AI talent in Austin.
Our core focus is on deeply technical talks that delve into the latest advancements in deep learning, covering a spectrum of topics including computer vision, predictive modeling, and natural language processing. These talks foster a rich learning and sharing environment.
The Austin Deep Learning Meetup serves as a vital nexus for AI professionals and companies. It's a place where the brightest minds in AI converge with industry leaders seeking top-tier talent. Each event, consistently attracting dozens of attendees, is not just a learning experience but a unique opportunity for networking, career growth, and talent acquisition.
We invite machine learners, data scientists, AI professionals, and enthusiasts to join our thriving community. Whether you're seeking to share your expertise, learn from peers, or explore new career pathways in AI, our meetup is your destination in Austin.
Please Note: To maintain the group's educational and professional integrity, we kindly request no sales pitches during our meetups.
Our Sponsor:
Capital Factory
Thank you to Capital Factory for sponsoring Austin Deep Learning. Capital Factory is the center of gravity for entrepreneurs in Texas. They meet the best entrepreneurs in Texas and introduce them to their first investors, employees, mentors and customers. To sign up for a Capital Factory coworking membership, click here.
If you would like to sponsor our meetup or give a talk, please let us know.
Upcoming events (3)
See all- Robotics to AI Adoption + Debugging the Limits of Code LLMs | Two 30 Min. TalksCapital Factory, Voltron Room (1st floor), Austin, TX
Two Talks:
1. Robotics to AI Adoption
2. Debugging the Limits of Code LLMsSpeakers
- Alex Kalish from Amazon Fulfillment Technologies & Robotics
- George Mazzeo from BlackLocus
Summaries
1. Alex Kalish will share lessons from a decade at Amazon, where he transformed networks, scaled robotics, and recently works on AI adoption programs that touch thousands of employees all while he drove measurable cost savings and quality improvements. His talk will explore today’s robotics challenges, from the over-creation of tools to the real struggle of grounding innovation in user needs. Drawing on his experience leading multi-million-dollar AI transformation programs and now consulting with organizations on generative AI strategy, Alex will highlight why connecting technology to people where they are is the critical unlock for progress, and what that means for startups, enterprises, and investors in Austin’s ecosystem.2. George Mazzeo will deep dive on the paper: "The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs"
Link to paper: https://arxiv.org/abs/2506.18403
Abstract:
The effectiveness of AI debugging follows a predictable exponential decay pattern; most models lose 60-80% of their debugging capability within just 2-3 attempts, despite iterative debugging being a critical capability for practical code generation systems. We introduce the Debugging Decay Index (DDI), a mathematical framework that quantifies when debugging becomes ineffective and predicts intervention points. Our strategic fresh start approach shifts from exploitation to exploration at strategic points in the debugging process, demonstrating that well-timed interventions can rescue the effectiveness of debugging. DDI reveals a fundamental limitation in current AI debugging and provides the first quantitative framework for optimising iterative code generation strategies.Info
Austin Deep Learning Journal Club is group for committed machine learning practitioners and researchers alike. The group typically meets every first Tuesday of each month to discuss research publications. The publications are usually the ones that laid foundation to ML/DL or explore novel promising ideas and are selected by a vote. Participants are expected to read the publications to be able to contribute to discussion and learn from others. This is also a great opportunity to showcase your implementations to get feedback from other experts.Sponsors:
Thank you to Capital Factory for sponsoring Austin Deep Learning. Capital Factory is the center of gravity for entrepreneurs in Texas. They meet the best entrepreneurs in Texas and introduce them to their first investors,
employees, mentors, and customers. To sign up for a Capital Factory
membership, click here.Antler: Meet your co-founders, join our global community, and access capital to build and scale your company faster.
- TBDCapital Factory, Voltron Room (1st floor), Austin, TX
This will be a journal club event
Two Talks:
1.
2.Speakers
TBDAbstract
Info
Austin Deep Learning Journal Club is group for committed machine learning practitioners and researchers alike. The group typically meets every first Tuesday of each month to discuss research publications. The publications are usually the ones that laid foundation to ML/DL or explore novel promising ideas and are selected by a vote. Participants are expected to read the publications to be able to contribute to discussion and learn from others. This is also a great opportunity to showcase your implementations to get feedback from other experts.Sponsors:
Thank you to Capital Factory for sponsoring Austin Deep Learning. Capital Factory is the center of gravity for entrepreneurs in Texas. They meet the best entrepreneurs in Texas and introduce them to their first investors,
employees, mentors, and customers. To sign up for a Capital Factory
membership, click here.Antler: Meet your co-founders, join our global community, and access capital to build and scale your company faster.
- TBDCapital Factory, Voltron Room (1st floor), Austin, TX
This will be a journal club event
Two Talks:
1.
2.Speakers
TBDAbstract
Info
Austin Deep Learning Journal Club is group for committed machine learning practitioners and researchers alike. The group typically meets every first Tuesday of each month to discuss research publications. The publications are usually the ones that laid foundation to ML/DL or explore novel promising ideas and are selected by a vote. Participants are expected to read the publications to be able to contribute to discussion and learn from others. This is also a great opportunity to showcase your implementations to get feedback from other experts.Sponsors:
Thank you to Capital Factory for sponsoring Austin Deep Learning. Capital Factory is the center of gravity for entrepreneurs in Texas. They meet the best entrepreneurs in Texas and introduce them to their first investors,
employees, mentors, and customers. To sign up for a Capital Factory
membership, click here.Antler: Meet your co-founders, join our global community, and access capital to build and scale your company faster.
