Loading…
← Back to schedule
OPEN Session: Edge AI Development Simplified: Lessons from Edgematic
Wednesday February 12, 2025 1:00pm - 1:25pm PST
AI DevWorld OPEN Stage
Carlos Davila, SiMa.ai, Director, Software Product Management

Traditional edge ML deployment faces significant challenges: lengthy optimization cycles, complex hand-coding requirements, and extensive development timelines. This technical session explores how modern low-code/ no-code visual development platforms are transforming edge AI implementation.



Key Topics:

- Common barriers to edge ML adoption and their technical solutions

- Visual pipeline development techniques for rapid prototyping

- Maintaining technical depth in complex applications



Technical Deep Dive:

- Challenges in AI development with HW specific optimizations

- Real-time KPI measurement and performance tuning

- Role of GUI based tools

- Overcoming the GUI "blackbox" nature



Attendees will learn practical approaches to:

- Best practices for integrating GUI tools with existing code-driven workflows

- Optimize performance without specialized embedded coding

- Convert concepts to working proofs-of-concept in minutes

- Trade-offs between GUI based tools and traditional programming workflows



This session is ideal for technical teams looking to streamline edge AI development, overcome hardware and software complexity, and integrate intuitive tools to accelerate deployment while maintaining technical control and flexibility
 
Speakers
avatar for Carlos Davila

Carlos Davila

Director, Software Product Management, SiMa.ai
Carlos Davila holds BS and MS degrees in Computer Science and Embedded Systems. He honed his skills as a Software Engineer at Intel before joining SiMa.ai, where he joined as a Principal Solution Architect and now leads the Software Product Management team in defining the next generation... Read More →
Wednesday February 12, 2025 1:00pm - 1:25pm PST
AI DevWorld OPEN Stage
  AI DevWorld

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Tweet Share
Share Modal

Share this link via

Or copy link