AI & Machine Learning Services for Redbank 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 Redbank 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 Redbank 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 Redbank 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 thriving community located just outside Melbourne, Redbank, Victoria, Australia presents a unique blend of urban amenities and rural charm. At COLETEK, we're proud to support businesses in this vibrant area, leveraging our multidisciplinary expertise and reputation as a trusted national player.

Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company that has built a strong reputation for innovation, reliability, and collaboration. Our team of skilled engineers, designers, and innovators partners with clients operating throughout Australia, including those based in Redbank, Victoria, Australia.

For businesses looking to drive growth and competitiveness, we bring a unique value proposition: the ability to leverage our collective expertise across various disciplines. Whether you're seeking to develop new products, enhance existing ones, or overcome complex engineering challenges, COLETEK stands ready to deliver tailored solutions that meet your specific needs.

By partnering with us, businesses in Redbank, Victoria, Australia and throughout the nation can tap into our comprehensive capabilities, comprising engineering design, product development, testing, validation, and manufacturing. We're committed to empowering local innovation and entrepreneurship, ensuring that our clients remain at the forefront of their respective industries.

If you're looking for a trusted partner to help drive your business forward in Redbank, Victoria, Australia or beyond, COLETEK is the perfect choice. With over two decades of experience, we've developed an exceptional track record of delivering reliable, efficient, and effective solutions that meet our clients' unique challenges.