AI & Machine Learning Services for Brown Hill 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 Brown Hill 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 Brown Hill 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 Brown Hill 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 trusted and experienced multidisciplinary engineering company established in 2001, COLETEK is dedicated to providing reliable and collaborative support to businesses across Brown Hill, Victoria, Australia. Our team of experts has a deep understanding of the local area, having worked with numerous organizations in the region, from small start-ups to large-scale enterprises. Headquartered in Melbourne, but operating throughout Australia, including Brown Hill, Victoria, Australia, COLETEK prides itself on its innovative approach and national reputation for delivering complex engineering projects. With this expertise, we are perfectly positioned to serve businesses in Brown Hill and surrounding areas, offering tailored solutions that meet their unique needs. At COLETEK, we take a collaborative approach to product development, working closely with clients to understand their goals and objectives. By leveraging the latest technologies and methodologies, we design and develop innovative products that drive business success. Our multidisciplinary team brings together experts from diverse engineering disciplines, including mechanical, electrical, software, and materials science. Whether you're looking to improve your manufacturing processes, enhance product performance, or develop new technologies, COLETEK is committed to empowering Brown Hill businesses with the tools, knowledge, and expertise they need to thrive. By choosing COLETEK as your trusted partner, you can be assured of tailored support, reliability, and a commitment to exceptional results. So why not get in touch with COLETEK today? We'd love the opportunity to discuss how our multidisciplinary engineering capabilities can benefit your business operating in Brown Hill, Victoria, Australia. Let's build something remarkable together.