AI & Machine Learning Services for Sawmill Settlement 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 Sawmill Settlement 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 Sawmill Settlement 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 Sawmill Settlement 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 be a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and a reputation for innovation, we've built strong relationships with businesses across sawmill settlement, Victoria, Australia, and throughout the nation. Based in sawmill settlement, Victoria, Australia, we understand the unique challenges and opportunities that come with operating a business in this community. As a trusted partner to entrepreneurs and business leaders, we're committed to delivering reliable, collaborative, and capable solutions that drive growth and success. Our team of engineers, designers, and product developers is dedicated to supporting local businesses like yours, from start-ups to established players in various industries. Whether you're looking to bring a new product or service to market, optimize operations, or develop innovative technology, we have the expertise and capabilities to help you achieve your goals. Throughout our history, coletek has built a national presence, working with clients across sawmill settlement, Victoria, Australia, as well as major cities like Melbourne, Sydney, and Brisbane. Our reputation for delivering exceptional results has earned us a spot as a trusted partner among the business community in Vicoria, and we're committed to continuing this legacy. As your trusted engineering and product development partner, we bring a unique combination of technical expertise, creative problem-solving skills, and industry knowledge to the table. We take pride in our ability to collaborate with clients, understand their needs, and develop tailored solutions that exceed expectations. Whether you're looking to launch a new product, improve existing processes, or drive business growth in sawmill settlement, Victoria, Australia, we're here to support your goals. By combining our expertise, creativity, and passion for innovation, we can help you overcome challenges, seize opportunities, and achieve long-term success.