AI & Machine Learning Services for 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 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 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 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 the leading multidisciplinary engineering and product development company operating throughout Australia, including serving businesses across Tamworth, New South Wales, Australia, we at COLETEK pride ourselves on trusted partnerships and innovative solutions that drive success. With over 21 years of experience since our establishment in 2001, we've built a reputation for reliability, collaboration, and capability. Based in Tamworth, New South Wales, Australia, we're committed to supporting local businesses across various sectors, from manufacturing to defense, ensuring they stay ahead of the curve. Our team comprises experienced engineers, designers, and technicians who are passionate about applying their expertise to help customers overcome unique challenges. By doing so, we empower them to remain competitive in an ever-evolving market. At COLETEK, we don't just develop products; we shape industries by fostering strong relationships with our clients and understanding their evolving needs. We're proud of the diverse range of successful projects we've completed across various sectors, demonstrating our ability to tackle complex problems and deliver effective solutions that meet our customers' expectations. As you navigate the complexities of your business in Tamworth, New South Wales, Australia, you need a trusted partner who can provide expert engineering and product development services tailored to your unique requirements. COLETEK is committed to serving businesses across Tamworth, New South Wales, Australia, ensuring they receive the support necessary to thrive in an increasingly competitive market. So why choose us as your go-to engineering and product development partner? Our expertise, innovation, and reputation for quality make us a leader in our field. Additionally, our strong presence operating throughout Australia, with a significant focus on Tamworth, New South Wales, Australia, allows us to provide direct support to local businesses like yours. By partnering with COLETEK, you can rest assured that your business will receive the best possible support for all engineering and product development needs in Tamworth, New South Wales, Australia. Together, we'll build something remarkable, and we're excited about the prospect of collaborating with businesses in your area.