AI & Machine Learning Services for Knowsley 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 Knowsley 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 Knowsley 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 Knowsley 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.

In the heart of Knowsley, Victoria, Australia, businesses are constantly seeking innovative solutions to drive growth and success. As a trusted partner for over two decades, COLETEK has earned a reputation for delivering reliable engineering and product development expertise to companies throughout the nation. Our multidisciplinary team consists of experienced engineers and product specialists, established in 2001, who thrive on collaboration and innovation. As trusted advisors to businesses across Knowsley, Victoria, Australia and beyond, we've developed a deep understanding of the unique challenges and opportunities that come with operating in this region. Our knowledge extends from agricultural innovations to industrial process improvements, and we're always looking for ways to improve lives through effective engineering solutions. COLETEK's commitment to Knowsley, Victoria, Australia doesn't stop at supporting local businesses; our team is dedicated to building strong relationships around the country. Whether you're a start-up or an established enterprise, COLETEK provides the expertise, resources, and passion required to help your business thrive and succeed in today's fast-paced market. What sets us apart? Our relentless focus on capabilities, collaboration, and innovation drives our work every day. By combining engineering prowess with product development know-how, we enable businesses across Knowsley, Victoria, Australia to develop and deliver innovative products that outperform the competition. When you partner with COLETEK, expect a collaborative approach tailored to your unique needs. Our team will work closely with yours to understand your goals, identify opportunities, and develop solutions that drive real results. We're not just engineers; we're business partners who care about your success as much as our own. Serving businesses across Knowsley, Victoria, Australia with innovative engineering and product development expertise is what COLETEK does best. Our national reputation is built on reliability, capability, and collaboration – values that guide every project, every day. < div class="text-center">

Let’s build something remarkable together.

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