Selected Work

PRODUCTS, NOT DEMOS.

Each project below covers the whole system — silicon, firmware, models, applications and cloud. The case studies include the constraints and what they cost us.

2025

AI Vision Device

A compact vision module that runs detection and tracking entirely on device.

Edge AI · Computer Vision · Embedded Linux

2025

Smart Telescope

Automated alignment, tracking and stacking in a consumer astronomy instrument.

Hardware · Embedded · Mobile · AI

2026

AI Voice Device

A low-cost ESP32 speaker with wake word on device and conversation in the cloud.

ESP32 · Voice AI · Cloud

2026

IoT Control System

A connected control platform spanning devices, gateways, apps and cloud.

Hardware · Connectivity · Apps · Cloud

2026

Edge AI Module

A drop-in compute module with known latency, power and cost for on-device inference.

Edge AI · Hardware · Embedded Linux

2026

AI Wearable

Continuous on-body sensing with classification on device and multi-day battery life.

TinyML · Hardware · Embedded · Mobile

2026

Robotics Platform

Perception, planning and real-time control with safety independent of software.

Physical AI · Real-time Control · Perception

HAVE AN IDEA?
LET'S BUILD IT.

Start with AI contact@mact.ai

mact.ai

PRODUCTS, NOT DEMOS.

AI Vision Device

Smart Telescope

AI Voice Device

IoT Control System

Edge AI Module

AI Wearable

Robotics Platform

HAVE AN IDEA?LET'S BUILD IT.

HAVE AN IDEA?
LET'S BUILD IT.