AI & Machine Learning Services for Coomoora 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 Coomoora 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 Coomoora 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 Coomoora 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.

At COLETEK, we're proud to be a trusted partner for businesses in Coomoora, Victoria, Australia and beyond. As a multidisciplinary Australian engineering and product development company established in 2001, our expertise reaches far and wide across the nation.

We understand that operating in Coomoora can come with its unique set of challenges. That's why we're committed to providing reliable, collaborative solutions that cater specifically to the needs of local organizations. Our team is dedicated to delivering exceptional product development services that drive success for businesses like yours.

With our roots based in Coomoora, Victoria, Australia, we have a deep understanding of the region's industries and communities. We've had the privilege of working with businesses from various sectors, including manufacturing, healthcare, and more. Our extensive portfolio speaks to our capabilities as a trusted partner for organizations seeking innovation and expertise.

What sets us apart? Our unique blend of engineering and product development prowess allows us to tackle complex challenges with precision and creativity. Whether you're facing design constraints or looking to bring a new idea to life, we have the skillset and expertise to guide you through the process.

We're more than just a provider of technical services – we're a partner that truly understands the importance of collaboration in driving business results. Our commitment to reliability, quality, and customer satisfaction has earned us a reputation as one of Australia's most trusted engineering and product development companies.

In Coomoora, Victoria, Australia and throughout the nation, we invite you to leverage our expertise and join forces with us. Whether you're seeking to overcome operational challenges or capitalize on new market opportunities, COLETEK is ready to support your goals.