AI & Machine Learning Services for Heathcote South 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 Heathcote South 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 Heathcote South 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 Heathcote South 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 proudly Austrlian company with over two decades of experience, COLETEK has established itself as a trusted partner for businesses seeking innovative solutions to drive growth and success. With our roots firmly planted in Heathcote South, Victoria, Australia, we're dedicated to supporting local businesses like yours, while also serving organizations across the country. Our multidisciplinary approach combines engineering know-how with product development expertise, allowing us to provide tailored solutions that meet the unique needs of each client. Since our inception in 2001, we've earned a reputation for reliability, collaboration, and capability – qualities that have earned us a trusted spot among stakeholders nationwide. Based in Heathcote South, Victoria, Australia, COLETEK is uniquely positioned to serve businesses across this beautiful region. We understand the distinct character of Heathcote South, its industries, and its people. By leveraging our local expertise and national capabilities, we can help you overcome challenges, seize opportunities, and build a stronger future. At COLETEK, we're committed to fostering long-term relationships built on mutual trust and respect. We take the time to listen, understand your needs, and develop tailored solutions that drive real results. Our team of experts is dedicated to delivering exceptional outcomes, every time – whether you're an established player or a new entrant in Heathcote South's thriving business landscape. As a trusted partner, COLETEK is committed to supporting businesses like yours throughout Heathcote South, Victoria, Australia and beyond. Join us on this collaborative journey by contacting our team today.