AI & Machine Learning Services for Ross Creek 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 Ross Creek 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 Ross Creek 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 Ross Creek 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.

For over two decades, COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been supporting businesses across Ross Creek, Victoria, Australia, and throughout the country. As a trusted national player in our field, we pride ourselves on our experience, innovation, and reputation for delivering reliable solutions that drive business success. Our team is passionate about collaboration and works closely with clients to understand their unique needs and challenges. Operating from a base in Ross Creek, Victoria, Australia, we serve businesses across various industries, providing tailored engineering and product development services that help them overcome hurdles, stay ahead of the competition, and achieve their strategic objectives. At COLETEK, our focus is on building strong relationships with clients based in Ross Creek, Victoria, Australia. We understand the importance of local presence and community involvement. By working closely with businesses across Ross Creek, Victoria, Australia, we gain valuable insights into regional needs and challenges, enabling us to develop solutions that are relevant and effective. As a trusted partner for businesses across Ross Creek, Victoria, Australia, COLETEK offers more than just technical expertise. We bring together diverse skills, experience, and innovative thinking to deliver comprehensive engineering and product development services that drive business outcomes. Our capabilities enable clients to accelerate their innovation pipelines, reduce costs, and improve overall performance. COLETEK's commitment to reliability, collaboration, and capability has earned us a reputation as a trusted partner for businesses across Ross Creek, Victoria, Australia. We invite local businesses to discover how our expertise can support their growth, enhance their competitiveness, and drive success. If your organization is seeking a trusted partner to help you navigate the engineering and product development landscape in Ross Creek, Victoria, Australia, get in touch with us today.