AI & Machine Learning Services for Purfleet 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 forPurfleet 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 Purfleet 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 forPurfleet 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.

The Heart of Business on the Mid North Coast: COLETEK Supports Purfleet and Beyond

As you navigate the stunning Mid North Coast, it's clear that Purfleet is a hub of activity. Steeped in local charm, this picturesque town thrives with a strong sense of community and entrepreneurial spirit. At COletek, we're committed to being an integral part of this dynamic region, empowering businesses like yours to reach new heights.

As a trusted Australian company, we've earned our reputation by understanding the unique needs of local organizations. From the Port Macquarie to Taree, and all points in between, our team is dedicated to delivering expert guidance, tailored solutions, and personalized support.

Our extensive national presence means that we're uniquely positioned to help Purfleet businesses tackle local challenges while capitalizing on opportunities beyond their immediate reach. With COletek's backing, your company can confidently navigate the complexities of modern business life. We've got your back every step of the way! Local knowledge and expertise are paramount to our approach. By having a deep understanding of the Mid North Coast region, we're able to provide informed advice that resonates with local entrepreneurs. Whether you're just starting out or seeking to scale new heights, COletek is committed to being an indispensable partner in your business's journey. So why choose us? Simple: it's not just about our extensive experience; it's the unwavering trust we've earned from businesses across Australia – including those right here in Purfleet. We're innovators at heart, always seeking new ways to drive success and adapt to changing market conditions. And with our local roots firmly planted, you can be assured that your business will remain a cherished part of this vibrant community. In Purfleet and beyond, we believe that a strong foundation is built on trust, collaboration, and dedication. As your go-to partner for all your business needs, COletek is here to support your growth, help you overcome obstacles, and celebrate each triumph along the way. We're not just an accounting firm – we're your trusted ally in the pursuit of excellence. Contact Us