AI & Machine Learning Services for Toongabbie 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 Toongabbie 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Toongabbie 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 Toongabbie 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 business owner or technical decision-maker in Toongabbie, Victoria, Australia, you understand the importance of collaborating with trusted engineering partners to drive innovation and growth. For nearly two decades, COLETEK has been serving businesses across Toongabbie, Victoria, Australia, delivering reliable engineering solutions that transform industries. Our multidisciplinary Australian engineering and product development company, established in 2001, brings together experts in various fields to tackle complex challenges. With a strong national reputation for innovation and reliability, we've earned the trust of clients from diverse sectors, including manufacturing, healthcare, energy, and infrastructure. Based in Toongabbie, Victoria, Australia, our team is committed to understanding local businesses' unique needs and tailoring solutions that address their specific requirements. Whether you're seeking to improve operational efficiency, enhance product quality, or reduce costs, we'll work closely with you to develop customized engineering solutions that meet your objectives. As a partner to numerous organizations throughout Australia, including those in Toongabbie, Victoria, Australia, we're well-equipped to support your business goals. Our collaborative approach ensures seamless communication and flexible problem-solving, allowing us to adapt to changing market conditions and priorities. In an ever-evolving landscape of technological advancements and regulatory requirements, it's vital to have a trusted engineering partner that can help you stay ahead of the curve while ensuring compliance and reliability. COLETEK's multidisciplinary expertise and commitment to innovation make us an ideal choice for businesses operating in Toongabbie, Victoria, Australia. Let us leverage our capabilities to benefit your business. Contact Us today to learn how we can help you achieve your objectives, and let’s build something remarkable together.