AI & Machine Learning Services for Watsonia 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 Watsonia 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 Watsonia 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 Watsonia 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.

Located in the heart of Watsonia, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company proudly serving businesses throughout Watsonia, Victoria, Australia. Established in 2001, our team has earned a reputation as trusted innovators in the national industry scene. With extensive experience in providing tailored solutions for organisations, we bring reliability, collaboration, and capability to help you achieve your goals. As a well-established engineering and product development company based in Watsonia, Victoria, Australia, we have consistently demonstrated our commitment to delivering high-quality outcomes that meet unique client needs. Whether operating throughout local businesses or serving companies across Watsonia, Victoria, Australia, COLETEK remains dedicated to fostering lasting partnerships built on trust, expertise, and a relentless drive for innovative solutions. Our capabilities stretch far beyond a narrow range of services – instead, we approach each project with an integrated perspective that blends cutting-edge engineering principles with our understanding of the complexities facing businesses today in Watsonia, Victoria, Australia. What sets us apart is our ability to listen, collaborate closely, and provide actionable insights, enabling clients to respond effectively to dynamic market conditions. At COLETEK, we take pride in being part of the Watsonia, Victoria, Australia community – a place that embodies the nation's entrepreneurial spirit. Our team shares your vision for success, knowing that what drives us forward is our collective commitment to delivering exceptional results and contributing positively to local economic development. Now more than ever, COLETEK is poised to help ambitious businesses in Watsonia, Victoria, Australia, as well as those throughout the region, build a stronger future through our unyielding dedication to engineering excellence. So, let's work together – leveraging our combined expertise, vision, and passion to create something truly remarkable.