AI & Machine Learning Services for Burnbank 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 Burnbank 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 Burnbank 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 Burnbank 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 business owner in Burnbank, Victoria, Australia, you understand the value of stability, innovation, and collaboration to propel your organization forward. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company, established in 2001 with a reputation for delivering reliable results. Our team has honed their skills across various industries, from manufacturing to services, and has earned the trust of clients nationwide. With our bases firmly planted in Burnbank, Victoria, Australia, we're well-positioned to support local businesses like yours, as well as those operating throughout Australia. Our commitment to innovation, quality, and customer satisfaction is unwavering, and we leverage cutting-edge technologies to craft bespoke solutions tailored to your unique needs. COLETEK doesn't just claim expertise – we demonstrate it through the caliber of our work and the strong relationships forged with every client. We take pride in being a one-stop-shop for businesses seeking unparalleled collaboration, technical expertise, and a customer-centric approach. Whether you're expanding operations, introducing new products, or navigating regulatory requirements, our multidisciplinary team is equipped to guide your project from conceptualization to successful implementation. Operating out of Burnbank, Victoria, Australia allows us to remain intimately connected with the local business community. We understand the region's unique challenges and opportunities – an essential factor in delivering solutions that truly add value to your organization. As your trusted engineering and product development partner, we'll immerse ourselves in your vision and goals, working in synergy to drive growth and profitability. We're not just interested in solving problems; we strive for breakthroughs. Our team is dedicated to continuous learning, ensuring our expertise stays ahead of the curve. By combining our experience, innovation, and national reputation, we've built a platform to deliver exceptional outcomes that exceed our clients' expectations. When you need a reliable ally in engineering and product development, look no further than COLETEK. With our Burnbank, Victoria, Australia roots and nationwide presence, we're uniquely poised to support businesses like yours in this region. Let us help you harness the power of collaboration and technical expertise to take your organization to new heights.