AI & Machine Learning Services for Matheson 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 forMatheson 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 Matheson 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 forMatheson 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.

Situated in the Heart of Matheson: COLETEK's Commitment to Northern Tablelands Businesses

Nestled in the picturesque Matheson, within the beautiful Northern Tablelands region of New South Wales, Australia, lies a company that has earned the trust and respect of local businesses. COLETEK, an Australian-owned entity with a national presence, is proud to call this charming area home and serve its thriving business community. With deep roots in Matheson, we've had the pleasure of working alongside local entrepreneurs and decision-makers for years. Our expertise spans industries, from agriculture to construction, and our goal remains unwavering – to empower these businesses to achieve their goals by offering tailored support, innovative solutions, and a strong connection to the local community.

While others may focus solely on distant markets or generic services, we've chosen to dedicate ourselves to this vibrant corner of Australia. Our team is deeply entrenched in Matheson's unique character, allowing us to understand the distinct needs and aspirations of our clients.

As your trusted partner, COLETEK brings an unrivaled wealth of knowledge and expertise gained through years of working with businesses across the country. Our commitment to these relationships has allowed us to establish lasting connections, foster growth, and drive progress in the communities we serve.

Here at COLETEK, innovation is paramount. We continuously invest in cutting-edge technologies, stay up-to-date on industry advancements, and seek new ways to elevate our services. This unwavered dedication allows us to deliver exceptional results for our clients while addressing the ever-evolving needs of local businesses.

Our presence in Matheson is more than just a physical location – it's an integral part of who we are. As an Australian company through and through, we're proud to participate in and support initiatives that strengthen this community.

In an era where big corporations often struggle to connect with the intricacies of local businesses, COLETEK stands apart as a trusted, hands-on partner. We understand the value of genuine relationships and the pivotal role community plays in driving growth and prosperity.

As your go-to partner for tailored support and expert guidance, we invite you to explore the benefits that come from working with a company deeply invested in Matheson's success. With COLETEK by your side, you can rest assured that you'll receive the best possible results, backed by a strong local presence and an unwavering commitment to the Northern Tablelands region. Contact Us