AI & Machine Learning Services for Stewarts Brook 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 Stewarts Brook 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 Stewarts Brook 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 Stewarts Brook 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.

Coletek is proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong reputation built on trust and reliability, we've been serving businesses across Stewarts Brook, New South Wales, Australia and throughout the country for nearly two decades.

As a locally-based company with a national presence, Coletek is committed to supporting the growth and success of businesses in our community. We believe that innovative thinking, collaboration, and expertise can drive meaningful change – and we're dedicated to helping Stewarts Brook, New South Wales, Australia thrive.

In today's fast-paced world, staying ahead of the curve requires more than just cutting-edge technology; it demands a deep understanding of engineering principles and a passion for bringing new ideas to life. At Coletek, our team of experts is dedicated to delivering tailored solutions that meet the unique needs of businesses operating throughout Stewarts Brook, New South Wales, Australia – from entrepreneurs seeking to disrupt traditional markets to established companies looking to streamline operations.

We're passionate about building strong relationships with local businesses in Stewarts Brook, New South Wales, Australia, and our commitment to innovation, reliability, and collaboration sets us apart. By partnering with Coletek, you can trust that your project is in capable hands – hands that have a deep understanding of the challenges faced by companies operating in this region.

When it comes to engineering solutions for Stewarts Brook, New South Wales, Australia, we're not just another company offering generic services; we're a trusted partner dedicated to helping you achieve your goals. Whether you're looking for custom product development, innovative solutions for your existing products or processes, or simply need expert guidance on how to take your business to the next level – Coletek is here to support you every step of the way.