AI & Machine Learning Services for East Tamworth 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 East Tamworth 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 East Tamworth 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 East Tamworth 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 business owner or technical decision-maker in East Tamworth, New South Wales, Australia, you're no stranger to the importance of innovative and reliable engineering solutions. With so much at stake, you need a trusted partner to help you navigate the complexities of product development and engineering. That's where COLETEK comes in – a multidisciplinary Australian company with over two decades of experience in providing world-class engineering and product development services. Established in 2001, COLETEK has built a reputation as a go-to partner for businesses seeking to drive growth, improve efficiency, and stay ahead of the curve. Our team of experts is based in East Tamworth, New South Wales, Australia, and operates throughout Australia, providing tailored support to local businesses like yours. By partnering with COLETEK, you can tap into our expertise in a range of engineering disciplines, from mechanical and electrical design to software development and testing. Our commitment to collaboration and reliability means that you'll receive the personalized attention you need to drive your business forward – no matter where you're located within East Tamworth or across Australia. What sets COLETEK apart is our ability to combine cutting-edge technology with a deep understanding of local market needs. We've developed strong relationships with businesses in East Tamworth, New South Wales, Australia and beyond, providing solutions that meet the unique challenges facing industries like manufacturing, healthcare, and sustainability. Whether you're looking to optimize production processes, develop new products, or streamline operations, COLETEK can help. Our reputation for delivering innovative and reliable engineering solutions has been built on a foundation of trust, expertise, and commitment to excellence – values that are central to our approach in East Tamworth, New South Wales, Australia. By partnering with us, you'll gain access to: * A dedicated team of experts based in East Tamworth, New South Wales, Australia * Proven experience in delivering complex engineering projects * Innovative solutions built on cutting-edge technology * Collaborative approach to understanding your unique business needs So why choose COLETEK for your engineering and product development needs? The answer is simple – we're a trusted partner with a passion for delivering remarkable results that drive business growth and success. Serving businesses across East Tamworth, New South Wales, Australia, we're committed to being the go-to provider of engineering expertise in this region. Let things get interesting! Our dedicated team at COLETEK is ready to help you achieve your goals. Contact us today to learn more about how our engineering services can benefit your business in East Tamworth, New South Wales, Australia – and beyond.