AI & Machine Learning Services for Malmsbury 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 Malmsbury 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 Malmsbury 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 Malmsbury 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 a multidisciplinary engineering and product development company with nearly two decades of experience, we've had the privilege of serving businesses across Malmsbury, Victoria, Australia. Our expertise spans multiple disciplines, allowing us to tackle complex problems and create innovative solutions that drive results. Headquartered in Melbourne, we've built a reputation as one of Australia's most trusted engineering and product development companies, operating throughout the country including Malmsbury, Victoria, Australia. This local knowledge allows us to better understand the unique needs and challenges facing businesses in our region. Whether you're an established player or a new entrant, we'll work closely with you to deliver tailored solutions that drive growth and profitability. At COLETEK, reliability is at the core of everything we do. We believe in building strong partnerships by fostering open communication, transparency, and collaboration. Our team of experts will work shoulder-to-shoulder with yours to understand your business objectives and develop a solution that meets or exceeds your expectations. Our capability extends far beyond traditional product development services; we're committed to empowering innovation throughout Malmsbury, Victoria, Australia. As a local business owner in Malmsbury, you know the importance of community involvement. At COLETEK, we share this commitment. We're dedicated to supporting initiatives that drive economic growth and job creation in our region. Our team is passionate about working with local businesses like yours to develop innovative products and solutions that make a meaningful impact. As you look to partner with an engineering and product development company that truly gets Malmsbury, Victoria, Australia, choose COLETEK. Let us leverage our national reputation for reliability, innovation, and expertise to take your business to the next level. Operating throughout Australia, including Malmsbury, Victoria, Australia, we're ready to support your organization in achieving its goals.