AI & Machine Learning Services for Matraville 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 Matraville 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 Matraville 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 Matraville 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 company with over two decades of experience in engineering and product development, COLETEK has established itself as a trusted partner for businesses across Australia. Our journey began in 2001, and since then, we have been dedicated to delivering innovative solutions that meet the unique needs of our clients. At COLETEK, we take pride in our multidisciplinary approach, which enables us to tackle complex projects with ease. Whether you're based in Matraville, New South Wales, Australia or operate throughout Australia, our team of experts is committed to collaborating with you to understand your goals and develop tailored solutions that drive results. Throughout our years of operation, we have built a reputation for reliability, innovation, and capability. Our engineering and product development expertise spans various sectors, including [insert relevant industry or sector]. We've worked closely with businesses across Matraville, New South Wales, Australia, helping them overcome challenges, optimize processes, and create new opportunities. What sets us apart is our commitment to understanding the specific needs of your business. By taking the time to listen to your goals and objectives, we develop solutions that are tailored to your unique requirements. We don't just provide technical expertise; we partner with you to drive results. As a company based in Matraville, New South Wales, Australia, we have a deep understanding of the local market dynamics and challenges. Our team has worked extensively throughout Australia, from urban centers like Sydney to rural areas and regional towns. We've developed a keen sense of what it takes for businesses to thrive in this environment. If you're looking for a trusted partner that can help your business grow and succeed in Matraville, New South Wales, Australia or beyond, look no further than COLETEK. Together, let's build something remarkable. Let us bring our expertise to the table and help you achieve your goals. We're proud to serve businesses across Matraville, New South Wales, Australia, operating throughout this vibrant region with passion and dedication.