AI & Machine Learning Services for Unanderra 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 Unanderra 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 Unanderra 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 Unanderra 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.

At COLETEK, we've dedicated over two decades to serving businesses across diverse industries in Unanderra, New South Wales, Australia, and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering innovative solutions that drive success. Our experienced team of engineers and developers collaborate with local businesses to bring their ideas to life, ensuring reliable and effective products that meet industry demands. Based in Unanderra, New South Wales, Australia, we're uniquely positioned to support the region's thriving economy. Our commitment to partnering with local businesses allows us to understand the distinct challenges they face and provide tailored solutions that cater to their unique needs. By leveraging our expertise, clients can expect improved efficiency, reduced costs, and enhanced competitiveness. What sets COLETEK apart is our passion for innovation and collaboration. We take the time to listen to your goals and objectives, understanding your business's specific requirements and challenges. Our multidisciplinary team then works together to develop a bespoke strategy that addresses your needs. This collaborative approach has earned us a trusted reputation among clients across Unanderra, New South Wales, Australia, and nationwide. Our capabilities extend far beyond technology; we're a full-service engineering partner that excels in delivering end-to-end solutions. By combining our expertise in product development with our deep understanding of the regional market, we empower local businesses to reach new heights. Whether you're looking to improve operational efficiency, enhance your product offerings, or drive digital transformation, COLETEK is the trusted partner to help you achieve your ambitions. So why trust COLETEK? Our commitment to reliability, collaboration, and capability has earned us a reputation as a trusted engineering partner for businesses in Unanderra, New South Wales, Australia. We're proud to operate throughout this region, providing tailored solutions that cater to local needs. By choosing COLETEK, you can rest assured that your business is in capable hands – hands that understand the unique challenges and opportunities presented by the Unanderra market.