AI & Machine Learning Services for White Hills 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 White Hills 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 White Hills 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 White Hills 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 the leading multidisciplinary engineering and product development company in Australia since 2001, COLETEK is committed to empowering businesses across White Hills, Victoria, Australia with cutting-edge solutions. With a national reputation built on trust, reliability, and collaboration, we're dedicated to helping local entrepreneurs and decision-makers drive growth, competitiveness, and prosperity. Our team of experts has years of experience in engineering and product development, boasting a unique blend of technical expertise, creative problem-solving, and industry insights. By combining our capabilities with your business objectives, we can help you overcome the challenges facing businesses in White Hills, Victoria, Australia, ensuring that you stay ahead of the curve. At COLETEK, we're proud to operate throughout White Hills, Victoria, Australia, serving a diverse range of industries and sectors. From manufacturing to healthcare, and from retail to government, our expertise is tailored to meet the specific needs of businesses like yours. By providing customized solutions that cater to your unique circumstances, we empower you to stay competitive, agile, and prepared for whatever the future may bring. Our commitment to quality, reliability, and customer satisfaction has earned us a reputation as trusted partners among White Hills, Victoria, Australia's business community. From concept to reality, our team works closely with clients, understanding their needs, and providing practical solutions that drive lasting results. Whether you're facing new market opportunities, regulatory challenges, or technological disruptions, we have the expertise and passion to support your journey. As a leading engineering and product development company based in White Hills, Victoria, Australia, we're well-positioned to provide innovative solutions, tailored to the specific needs of businesses operating across White Hills, Victoria, Australia. With our team's expertise and passion for innovation, we're confident that together, we can build something remarkable.