Inspiring and empowering engineers to design products that perceive and understand.
Walnut Creek, CA
Joined May 2011
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Running heavy models on every frame doesn’t scale. Free webinar Tuesday, Dec. 15, 9 am PT: @EyePop_ai , @velaseasystems, and Pinterest speakers on moving from single models to vision platforms that scale. #ComputerVision #EdgeAI
attendee.gotowebinar.com/reg…
APIs that change weekly leave the MCP tools built on them behind. @rapidflarehq’s Chief Scientist shows a CI loop where scripts handle six of seven resync steps, Claude Code curates new endpoints into tools, and a human merges the PR. #AIAgents #MCP
edge-ai-vision.com/2026/10/l…
ALT Loop engineering diagram: a harness loop around an agent loop, with a human approval gate.
On-device LLMs lean hard on memory bandwidth. @SamsungDSGlobal has validated 16GB LPDDR6 at up to 10.7Gbps on @Qualcomm’s Snapdragon 8 Elite Extreme Gen 6: up to 114GB/s of bandwidth and up to 21% better power efficiency than LPDDR5X. #EdgeAI
edge-ai-vision.com/2026/10/s…
ALT Samsung LPDDR6 memory chip on a white background.
A physical AI demo is the easy part; shipping is harder. Free webinar Tuesday, Nov. 17, 9 am PT: @sima_inc’s Manuel López Roldán on what dev tools must deliver to get to production, and what agentic development changes. #PhysicalAI #EdgeAI
attendee.gotowebinar.com/reg…
Free webinar Nov. 19: @NXP, @SECOspa and @digikey explore AI-driven industrial HMIs at the edge—covering responsive UI, local AI + vision, safety/security and deployment with the i.MX 95 and Modular Vision 10.1 MX95. #IndustrialAI #HMI
edge-ai-vision.com/2026/10/u…
Splitting work across NPU compute blocks can cost more in data movement than it saves. ENERZAi walks through three MLIR compiler fixes for the Synaptics Torq NPU, including a fusion change that halves one op’s estimated run time. #EdgeAI #MLIR
edge-ai-vision.com/2026/10/o…
ALT ENERZAi Tech Blog title card: Optimizing the MLIR-Based Torq NPU Compiler. Keywords: AI Compiler, MLIR, Edge AI.
Which chips are winning edge AI designs, and what do they cost? Free webinar Thursday, Nov. 5, 9 am PT: @YoleGroup analysts share their processor forecast through 2031, teardown findings and the traits that decide design wins. #EdgeAI
attendee.gotowebinar.com/reg…
Free webinar Nov. 5: @NXP and Prodrive Technologies explore industrial #EdgeAI with the i.MX 95 and Ara 240—covering scalable AI/ML architectures, system integration and the path from prototype to production. #IndustrialAI #EmbeddedAI
edge-ai-vision.com/2026/10/u…
This issue: transformers vs. state-space models from @Synopsys and Tel Aviv University, practical camera and battery-powered sensor design, plus new multimodal edge AI MCUs from Synaptics and state-space IP from @BrainChip_inc. #EdgeAI #ComputerVision
edge-ai-vision.com/2026/10/e…
Free webinar Nov. 10: @ST_World explores its VL53L9CX 3D ToF sensor for privacy-conscious people counting and object classification, including multi-sensor tracking with STM32. #3DSensing #ToF #EdgeAI
edge-ai-vision.com/2026/10/u…
Can radar distinguish grass from other surfaces? @TXInstruments demonstrates using Edge AI Studio to train, compile and deploy a classification model on its low-power 60 GHz mmWave radar sensor. #EdgeAI #Radar #MachineLearning
edge-ai-vision.com/2026/10/h…
Join @ST_World's online STM32 Summit Nov. 3 at 8 am PT for announcements on physical AI, new STM32 products and edge AI development tools, plus insights from @nvidia and industry partners. #PhysicalAI #EdgeAI #STM32
edge-ai-vision.com/2026/10/u…
Robotaxis are making a comeback. @YoleGroup examines how falling vehicle costs, advances in autonomous driving and the convergence of ADAS and L4 technology are making commercial scale more achievable. #Robotaxi #AutonomousDriving #PhysicalAI
edge-ai-vision.com/2026/10/r…
NAMUGA Techday on Nov. 6 in Seongnam, South Korea, explores 3D vision for physical AI, with sessions and demos on robotics, human-robot collaboration, multispectral authentication and manufacturing automation. #PhysicalAI #3DVision #Robotics
edge-ai-vision.com/2026/10/u…
How do you benchmark an NPU across hundreds of models and hardware configurations? @quadric_io explains how it automatically recompiles and profiles its model zoo with every SDK release—making performance data continuously explorable. #NPU #EdgeAI
edge-ai-vision.com/2026/10/b…
Free webinar Nov. 17, 9 am PT/noon ET: @SiMa_Inc’s Manuel López Roldán explores moving physical AI from demo to product, covering model compilation, debugging, integration and AI coding agents with Palette Neat. #PhysicalAI #EdgeAI
edge-ai-vision.com/2026/09/f…
How can vision and robotics turn store data into business value? Zippedi CTO Kishor Taywade shares deployment lessons, economic drivers and the role of store digitization in retail automation. #ComputerVision #Robotics #RetailTech
edge-ai-vision.com/2026/10/c…
How does @Waymo think about AI safety beyond the model? Chen Wu explains its holistic approach spanning LiDAR, vision, radar, simulation and layered validation through the Driver, Simulator and Critic. #AutonomousDriving #AI #ComputerVision
edge-ai-vision.com/2026/10/b…
How many video codecs does your business really need? @VNovaVideo argues that the next efficiency gain may come from enhancing codecs already in use with MPEG-5 LCEVC—instead of adding another full codec path. #VideoCodecs #LCEVC #Streaming
edge-ai-vision.com/2026/10/h…
Free webinar Nov. 5: @YoleGroup analyzes the edge AI silicon market through 2031, with forecasts by device/application, teardown insights and a look at NPU architectures, memory, process nodes and inference cost. #EdgeAI #Semiconductors #NPU
edge-ai-vision.com/2026/09/f…
