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

Deep learning, computer vision, and AI pipelines integrated into real production systems — 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 — building, training, and shipping models that run reliably in production, including AI-assisted NDT ultrasound inspection.

  • Deep learning & PyTorch model development
  • Computer vision with OpenCV & PyVision
  • Model training, evaluation & optimization
  • Automation with AI pipelines & MLOps
  • AI integration into production systems
Explore AI & ML
PyTorchDeep Learning OpenCVPyVision Computer VisionFeature Engineering AI PipelinesMLOps NDT Ultrasound

AI-assisted NDT ultrasound

Defect detection and signal analysis built on our transducer, DSP & FPGA strengths.

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.

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.

Testimonials

What our partners say

I have known Ashish and Will for 9 years and seen them and their team 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.