AI & Machine Learning Services for The Pocket 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 The Pocket 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 The Pocket 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 The Pocket 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 economic heartbeat of Australia, The Pocket, New South Wales, is a thriving hub of entrepreneurial spirit and innovation. It's no surprise then that businesses of all sizes are flocking to this vibrant region to establish themselves and carve out their mark in the industry. At COLETEK, we're proud to be at the forefront of supporting these local enterprises with our expertise in engineering and product development. Since 2001, our multidisciplinary Australian company has been quietly building a reputation as one of the most trusted and reliable national players in our field. Operating throughout Australia, including The Pocket, New South Wales, we've developed a keen understanding of what makes local businesses tick – from their unique challenges to their aspirations for growth and success. Our passion lies not just in developing innovative solutions but also in fostering strong relationships with our clients. We take the time to understand your needs, goals, and constraints before tailoring our approach to meet your specific requirements. Based in The Pocket, New South Wales, we're well-positioned to provide agile and responsive support to businesses across the region and beyond. Our engineers and product developers are renowned for their collaborative spirit, creativity, and attention to detail. Whether it's designing a new product, optimizing processes, or providing expert advice, our goal is always the same – to help you achieve your objectives with confidence and reliability. In short, we're committed to being more than just an engineering partner; we strive to be a trusted ally in your journey towards success. Serving businesses across The Pocket, New South Wales, Australia, COLETEK understands the importance of local connections and community pride. We believe that by working closely with regional enterprises, we can help drive economic growth and create a more sustainable future for our shared community. Operating throughout Australia, including The Pocket, New South Wales, our presence is both a testament to our commitment to this region and an assurance of the quality support you can expect from us. As you look to navigate the complexities of product development, engineering, or technical operations in The Pocket, New South Wales, we invite you to consider COLETEK as your trusted partner. With our expertise, creativity, and dedication to excellence, together we can build something truly remarkable – a testament to what's possible when local businesses like yours combine forces with innovative engineering solutions.