AI & Machine Learning Services for Bonshaw 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 Bonshaw 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Bonshaw 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 Bonshaw 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on our commitment to reliability, collaboration, and capability, we're uniquely positioned to support businesses across Bonshaw, Victoria, Australia as they navigate the ever-evolving landscape of industry and technology. Whether you're a local business looking for trusted partners to help drive innovation and growth, or an organization seeking to stay ahead of the curve with cutting-edge solutions, COLETEK is here to serve. With extensive experience in engineering and product development, we've developed a deep understanding of the complexities and challenges that businesses like yours face. From product design and prototyping to manufacturing and testing, our team's comprehensive capabilities are designed to help you bring your ideas to life. We're based in Bonshaw, Victoria, Australia, which allows us to maintain close relationships with local clients and understand their specific needs and challenges. This proximity also enables us to respond quickly and effectively to changes in the market or industry. As a trusted partner for businesses throughout Australia, COLETEK has established itself as a leader in engineering and product development. Our team's expertise spans a wide range of industries and disciplines, from automotive and healthcare to aerospace and more. We're passionate about building long-term relationships with our clients, based on mutual respect, trust, and a shared commitment to excellence. At COLETEK, we believe that by working together, we can achieve truly remarkable things. That's why we're dedicated to fostering open lines of communication, leveraging your unique strengths and expertise, and applying our collective knowledge and experience to drive innovation and growth. Bonshaw, Victoria, Australia is an important part of our operations, and we're committed to supporting local businesses and organizations as they pursue their goals.