AI & Machine Learning Services for Middle 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 Middle 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 Middle 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 Middle 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.

At COLETEK, we're proud to serve businesses across Middle Pocket, New South Wales, Australia with cutting-edge, innovative solutions that drive real results. With almost two decades of experience in engineering and product development, our multidisciplinary team is uniquely positioned to support local companies like yours, helping you stay ahead of the curve. As a trusted national player, COLETEK has earned a reputation for collaboration, reliability, and capability. Our deep understanding of the Middle Pocket region and broader Australian context enables us to develop tailored solutions that address your specific needs, whether you're expanding operations, improving efficiency, or innovating new products. Established in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK has evolved into a go-to partner for businesses of all sizes operating throughout Middle Pocket, New South Wales, Australia. Our collective expertise spans multiple industries, ensuring that we're well-equipped to tackle the challenges you face. At COLETEK, we take pride in being more than just an engineering or product development provider – we're dedicated team members committed to building strong relationships with our clients. By working closely together, we can streamline processes, optimize performance, and create lasting value for your business. As a local partner based in Middle Pocket, New South Wales, Australia, COLETEK is uniquely positioned to understand the unique needs of businesses operating within this thriving region. We're not just experts in engineering and product development; we're also trusted advisors who can help you navigate the complexities of the Australian market. Whether you're seeking to optimize operations, develop innovative products, or drive growth, COLETEK is here to support your vision. Our commitment to collaboration, reliability, and capability makes us an ideal partner for businesses across Middle Pocket, New South Wales, Australia – and beyond.