AI & Machine Learning Services for Timbarra 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 Timbarra 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 Timbarra 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 Timbarra 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 renowned multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve businesses across Timbarra, New South Wales, Australia. With over two decades of experience, we have earned a reputation for reliability, collaboration, and capability, making us the go-to partner for innovative solutions. Based in Timbarra, New South Wales, Australia, our team operates throughout the region, working closely with local businesses to understand their unique challenges and develop tailored engineering and product development solutions. Our extensive knowledge and expertise enable us to address a wide range of industries and sectors, from agriculture to manufacturing, and everything in between. At COLETEK, we take pride in our commitment to innovation, always staying ahead of the curve by embracing emerging technologies and methodologies. This approach allows us to stay at the forefront of engineering and product development, providing cutting-edge solutions that meet the evolving needs of businesses in Timbarra, New South Wales, Australia. As a trusted national partner, we understand the importance of building strong relationships with our clients. Our collaborative approach ensures seamless communication, ensuring that your business requirements are met, and your goals are achieved. Whether you're looking for innovative product solutions or engineering expertise, COLETEK is dedicated to delivering exceptional results. When it comes to supporting businesses in Timbarra, New South Wales, Australia, we're passionate about building long-term relationships based on trust, transparency, and mutual respect. By partnering with us, you can rest assured that your business will receive the highest level of service, expertise, and attention to detail. As a respected engineering and product development company serving businesses across Timbarra, New South Wales, Australia, we invite you to join our journey of innovation and growth. Let's build something remarkable together.