AI & Machine Learning Services for Glenorchy 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 Glenorchy 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 Glenorchy 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 Glenorchy 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a trusted national reputation for delivering reliable solutions to businesses across Glenorchy, Victoria, Australia. Our team of experts has a deep understanding of the unique challenges faced by local companies in this thriving region, from manufacturing to services. With our expertise, Glenorchy businesses can leverage cutting-edge engineering and product development capabilities to stay ahead of the competition and capitalize on growth opportunities. As a homegrown Australian company with a strong presence based in Glenorchy, Victoria, Australia, COLETEK is uniquely positioned to support local businesses in their pursuit of success. Our collaborative approach ensures that clients receive tailored solutions that address their specific needs, goals, and challenges. By combining our extensive industry knowledge, innovative thinking, and technical expertise, we empower businesses across Glenorchy, Victoria, Australia to achieve remarkable results. Throughout Australia, COLETEK has built a reputation for reliability, integrity, and expertise. Our long-standing relationships with clients in various industries attest to the value we bring to their projects. Whether facing complex design challenges or seeking to improve operational efficiency, businesses in Glenorchy, Victoria, Australia, rely on our innovative approach to engineering and product development. By harnessing our multidisciplinary strengths, local companies can overcome obstacles, seize new opportunities, and drive innovation. At COELTek, we're committed to supporting the growth of Glenorchy's diverse business community by providing tailored solutions that meet their unique needs. Our team is dedicated to delivering exceptional results, fostering trusted partnerships, and driving long-term success for businesses in this vibrant region. As a local company with national reach, we understand the value of community engagement and collaboration. So, if you're looking for an engineering partner based in Glenorchy, Victoria, Australia, who can deliver innovative solutions that drive your business forward, look no further than COLETEK. Our team is ready to collaborate with you to build something remarkable together.