AI & Machine Learning Services for Winton North 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 Winton North 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Winton North 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 Winton North 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.

At COLETEK, we're proud to operate throughout Winton North and surrounding areas in Victoria, Australia. Our multidisciplinary team of engineers and product development experts has been serving local businesses for over two decades, establishing us as a trusted national reputation. With unmatched expertise in engineering and product development since 2001, we're uniquely positioned to help you overcome your most pressing challenges. As a business owner or technical decision-maker in Winton North, Victoria, Australia, you understand the importance of reliability, collaboration, and capability. Our commitment to these values has earned us an enviable track record of successfully delivering projects that have transformed industries. From concept design through to manufacturing and deployment, our comprehensive suite of services ensures seamless execution from start to finish. COLETEK's unwavering dedication is rooted in our deep understanding of the Winton North community. We're grounded in the realities faced by local businesses, from regulatory nuances to market dynamics. Our experience working with regional clients like yours has forged a special connection through shared goals and aspirations. Whether you're expanding an existing product line, tackling a complex engineering challenge, or seeking innovative solutions for growth, we've got your back. When you partner with COLETEK, you can expect: A deeply knowledgeable team that listens attentively to your needs Tireless collaboration and communication tailored to your unique goals Expert engineering and product development capabilities honed through years of experience The Winton North community knows that when it comes to getting things done, reliability is paramount. At COLETEK, we're committed to upholding those values and fostering enduring relationships built on trust. Operating throughout Winton North, Victoria, Australia, and beyond, our goal is straightforward – to help you succeed.