AI & Machine Learning Services for Garden Suburb 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 forGarden Suburb 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 Garden Suburb 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 forGarden Suburb 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 a leading multidisciplinary Australian engineering and product development company, COLETEK has established itself as a trusted partner for businesses across Garden Suburb, Newcastle, New South Wales, Australia. With over 20 years of experience since our founding in 2001, we've honed our expertise to deliver innovative solutions that drive growth and improvement.

Literally operating throughout the region, from the coastal outskirts to the city center, COLETEK takes pride in being based in Garden Suburb, Newcastle, New South Wales, Australia. Our team's dedication to collaboration and customer satisfaction has earned us a reputation as a reliable partner for local businesses seeking tailored engineering and product development solutions.

Backed by our national network of capabilities, we empower Garden Suburb companies to achieve their goals by leveraging our expertise in design, prototyping, testing, production, and maintenance. Our commitment to remaining at the forefront of innovation allows us to stay abreast of the latest industry trends and technological advancements, ensuring that every project and collaboration meets exacting standards.

We take pride in serving businesses across Garden Suburb, Newcastle, New South Wales, Australia, as well as throughout Australia, providing a comprehensive portfolio of services designed specifically for local and national industries. From pioneering new products to revamping existing processes, our multidisciplinary approach and extensive experience make us the trusted partner that numerous Garden Suburb organizations rely upon.

If your business is seeking a reliable partner capable of delivering innovative solutions tailored to your needs, look no further than COLETEK. We are proud to be part of the fabric of Garden Suburb's business community, with our team committed to collaboration and excellence. Contact Us today to begin exploring how we can empower your organization for success.