AI & Machine Learning Services for West 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 West 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 West 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 West 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 COLETEK, we've had the privilege of operating in West Tamworth, New South Wales, Australia since our inception in 2001. Our team is dedicated to providing exceptional engineering and product development solutions that empower local businesses to thrive in an increasingly complex world. With a strong track record of innovation and reliability, we're proud to be a multidisciplinary Australian company with a national reputation for trusted partnerships. Our experts have worked closely with clients across various industries, leveraging their collective expertise to drive meaningful progress. Whether your business is based in West Tamworth or further afield, you can rely on COLETEK to deliver tailored support and guidance every step of the way. Serving businesses across West Tamworth, New South Wales, Australia, and throughout the nation, we understand that each client's needs are unique. That's why our collaborative approach puts your goals at the forefront. Our multidisciplinary expertise encompasses a broad range of skills, from engineering and product development to problem-solving and creative thinking. What sets COLETEK apart is our unwavering commitment to reliability, capability, and local connection. Operating throughout West Tamworth, New South Wales, Australia, we're well-positioned to address the distinct challenges facing local businesses. Our team's hands-on approach ensures seamless communication, efficient project execution, and ongoing support. By partnering with COLETEK, you can rest assured that your business is in capable hands. If you're looking for a trusted partner to drive growth, optimize efficiency, or simply find innovative solutions to industry-specific challenges, we'd love to hear from you. At COLETEK, we're passionate about empowering local entrepreneurs and businesses like yours. Let's work together to build something remarkable – get in touch with us today!