AI & Machine Learning Services for Rathscar 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 Rathscar 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 Rathscar 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 Rathscar 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 local business owner or technical decision-maker in Rathscar, Victoria, Australia, you understand the importance of partnering with experts who can help drive innovation and growth. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering reliable solutions that empower businesses to succeed. With decades of experience serving businesses across Rathascar, Victoria, Australia, we've developed a deep understanding of the challenges and opportunities unique to this region. Our engineering and product development capabilities are designed to support local businesses like yours, helping you overcome hurdles and capitalize on emerging markets. At COLETEK, collaboration is at the heart of everything we do. We're committed to building strong relationships with our clients, working together to co-create innovative solutions that meet their specific needs. Our team comprises experts from diverse technical backgrounds, ensuring a comprehensive approach to problem-solving and product development. Whether you require support for operational efficiency, digital transformation, or new product introduction, we've got the expertise and creativity to help. As a national company operating throughout Australia, including Rathscar, Victoria, Australia, we're well-positioned to provide local businesses with the resources they need to thrive. Our team is dedicated to delivering exceptional customer service, ensuring that you receive timely support and guidance every step of the way. When it comes to engineering and product development, COLETEK is a trusted partner for businesses in Rathscar, Victoria, Australia. We're proud of our track record of reliability, capability, and innovation, which has earned us a reputation as a go-to partner for companies across various industries. If you're looking for a trusted partner to help drive your business forward in Rathscar, Victoria, Australia, we invite you to explore how COLETEK can support you. Contact us today to learn more about our engineering and product development services and discover the benefits of partnering with experts who truly understand the unique needs of this region.