MedTech, Industrial & AI System Experts

We turn hard problems into deployable systems.

A&W Engineering Works partners with customers to develop and deploy innovative solutions to real-world problems — across the full hardware/software signal chain, and now powered by modern Artificial Intelligence & Machine Learning.

10+ yrsDelivering complex systems
End-to-endHW & SW signal chain
2 hubsSilicon Valley & India
Embedded prototype: a Raspberry Pi wired to a breadboard and OLED display
Our primary focus

Medical Ultrasound systems

Diagnostic ultrasound is where A&W spends most of its time today — designing imaging systems end to end, from transducers and FPGA beamforming to B-mode and Doppler imaging, AI-assisted analysis, and clinical software, all built to medical-device standards.

  • Transducers, analog front-end & FPGA beamforming
  • B-mode, M-mode & color / spectral Doppler
  • AI-assisted imaging & point-of-care systems
  • ISO 13485 / FDA / IEC 60601 by design
Explore Medical Ultrasound
A&W clinical ultrasound application showing a B-mode image with AI-annotated tissue, probe force and motion readouts, a guided workflow, and measurements
What we do

Full-stack engineering across the signal chain

A team of seasoned cross-disciplinary engineers with product development and manufacturing experience in complex systems.

System Engineering

End-to-end expertise along the entire HW/SW core — plus mechanical, power systems, transducers, optics, industrial design, and UI/UX — with rigorous documentation and agile principles.

Signal Processing

Analog and digital signal processing across the complete signal chain, from sensor front-ends to embedded and bit-exact algorithm implementations.

FPGA & ASIC Design

HDL design, verification, and GPU-based high-performance computing for demanding real-time and data-intensive workloads.

Sensors & Integration

Sensor systems and data-control integration — connecting transducers, electronics, and software into reliable, testable products.

Project Management

Operations and Engineering Project Management (OPM/EPM) that keeps complex programs on schedule, on budget, and audit-ready.

AI & Machine Learning

Edge AI and physical AI — deep learning and computer vision that run on-device and act in the real world, from data to deployed model. See more →

One team, the whole system

Expertise across the entire sensing system core

From the user interface and application algorithms, through embedded and low-level software, to digital signal conditioning, the analog front end, and the sensors themselves — we cover every block in the chain, and the processor sub-system that ties it together.

See how we build it
Sensing System Core diagram: User, Application (UI, algorithms), Embedded (OS & low-level software, digital signal conditioning & processing), Hardware (analog front end & mixed signal, sensors), spanning software and hardware
The A&W Sensing System Core — software and hardware, end to end.
New capability

Artificial Intelligence & Machine Learning

We've extended our deep systems heritage into modern AI — with an emphasis on edge AI and physical AI: models that run on-device and act in the physical world.

  • Edge AI — on-device inference, quantization & optimization
  • Physical AI — sensing, deciding & acting in real systems
  • Deep learning & PyTorch model development
  • Computer vision with OpenCV & PyVision
  • Automation with AI pipelines & MLOps
Explore AI & ML
Edge AIPhysical AI PyTorchDeep Learning OpenCVPyVision Computer VisionFeature Engineering AI PipelinesMLOps

From data to deployed model

Preprocessing, training, optimization, and production integration — end to end.

3D printer fabricating a custom geometric lattice part
How we move fast

Rapid prototyping, end to end

Rapid prototyping is a fundamental component of A&W's engineering service. Clients can test out a device, algorithm, or application in alternative settings — even with real-world usage scenarios — long before committing to a final product.

  • Raspberry Pi, Arduino & off-the-shelf platforms
  • Custom 3D-printed mechanical components
  • Field-ready systems for real-world data collection
See our prototyping approach
Why partner with A&W

A natural extension of your team

Our customers see us as a natural extension to their team; we see our customers as partners. We provide hardware, FPGA, embedded and AI engineering services to clients across India from our Vadodara engineering office, and to North America from our Silicon Valley headquarters.

System-oriented

Expertise across the entire HW/SW system, plus mechanical, power, optics, and system test & integration.

MedTech depth

Experts in medical device design — ISO 13485, QMS, FDA, risk analysis/management, and documentation.

Startup mentality

Creativity, urgency, and enthusiasm — ultra-fast delivery of prototypes, proofs-of-concept, and pilots.

Competitive pricing

Very competitive pricing through tightly managed, highly efficient offshore offices.

Industries we serve

Deep expertise, across industries

The same end-to-end engineering system applied where precision and reliability matter most.

Medical Devices

Diagnostic imaging and point-of-care devices engineered to ISO 13485, FDA, and IEC 60601 standards.

Medical ultrasound systems →

Semiconductor

FPGA & RTL design, validation, and high-speed digital and analog boards for semiconductor and electronics products.

FPGA & RTL design →

Industrial Automation

Sensing, signal processing, machine vision, and embedded control for industrial automation and monitoring systems.

Signal processing & DSP →

AI & ML Expertise

Custom model development, computer vision, edge AI and physical AI — machine learning deployed into real products.

AI & ML services →
Testimonials

What our partners say

I have known the A & W Engineering Works team for 9 years and seen them deliver complex, high quality designs in very short times. They are experts at taking design concepts and algorithms written in high-level languages all the way to fully tested software and hardware, be it in analog or digital boards, and/or in FPGAs or ASICs. They take much pride in their work, are easy to communicate with, and fun to work with.
A satisfied customer 9-year engineering partner

Have a hard problem worth solving?

Tell us about your system, your timeline, and your goals. We'll help you get from idea to a working, deployable solution.