AI & Machine Learning Services for Snowball 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 Snowball 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 Snowball 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 Snowball 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 business owners and technical decision-makers in Snowball, New South Wales, Australia, it's no secret that staying ahead of the curve requires more than just a solid understanding of local market conditions. It demands innovative approaches to engineering and product development, as well as partnerships with trusted experts who can bring expertise and reliability to the table.

That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With its national reputation for trustworthiness and dedication, COLETEK has been serving businesses across Snowball, New South Wales, Australia and throughout Australia with cutting-edge solutions and custom-tailored engineering services.

We don't just design and develop; we partner closely with our clients to understand their unique needs and challenges. Whether it's developing new products, streamlining operations, or ensuring reliability and quality, COLETEK brings its collective expertise as a seamless extension of our customers' teams.

Based in Snowball, New South Wales, Australia, and operating throughout the region, we've built a reputation for being responsive, collaborative, and innovative. This dedication to excellence has earned us a spot as one of Australia's most respected engineering companies – and a trusted partner for businesses looking to thrive in this ever-evolving landscape.

As your trusted allies in innovation, COLETEK is committed to empowering growth and driving progress across Snowball, New South Wales, Australia. With our expertise in engineering and product development, you can rest assured that you're partnering with a team that's uniquely equipped to meet the challenges facing this region.