AI & Machine Learning Services for Westmere Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Westmere or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Westmere services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Westmere or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As an Australian-based multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation as a trusted and innovative partner for businesses across Westmere, Victoria, Australia. With years of experience and expertise in collaborating with local companies to deliver groundbreaking solutions, we're committed to empowering the business community in our backyard. By working closely with entrepreneurs, small to medium-sized enterprises (SMEs), and larger corporations based in Westmere, Victoria, Australia and throughout Australia, COLETEK's multidisciplinary team of engineers, developers, and innovators has developed a unique understanding of local requirements. We've consistently demonstrated the ability to leverage this expertise to develop customized product development solutions that drive business success. Our commitment to reliability, collaboration, and capability means that business owners in Westmere, Victoria, Australia can be confident we'll deliver exceptional results tailored specifically for their needs. By providing end-to-end support throughout all stages of product development – from concept and design through prototyping, testing, and manufacture – COLETEK enables businesses like yours to stay competitive and grow sustainably. As a local company with national reach, COLETEK operates throughout Westmere, Victoria, Australia, supporting local businesses and connecting them to the global market. Whether you're looking to launch a new product, improve existing processes, or expand your operations, our experienced team stands ready to drive success for your business in Westmere, Victoria, Australia.