AI & Machine Learning Services for Millthorpe 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 forMillthorpe 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 Millthorpe 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 forMillthorpe 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.

Establishing a Strong Foundation in Millthorpe: COLETEK's Commitment to Local Businesses

Located in the heart of Millthorpe, Central Tablelands, New South Wales, Australia, COLETEK has been an integral part of the local community for years. As a trusted Australian company, we understand the importance of fostering strong relationships with businesses and individuals within our region. Our mission is to provide unparalleled support to the local economy, empowering entrepreneurs and owners to achieve their full potential. As a dynamic and innovative organization, COLETEK has built its reputation on trust, integrity, and a deep connection with the Millthorpe community. By operating in accordance with the highest standards of professionalism, we have earned the respect and admiration of our clients and colleagues alike. Our commitment to delivering exceptional value is unwavering, as we strive to create meaningful partnerships that drive growth and prosperity. One of the unique aspects of COLETEK's approach is our emphasis on local presence and familiarity. Having an in-depth understanding of the Millthorpe area allows us to tailor our services to best meet the specific needs of businesses within our region. Our proximity to clients enables prompt response times, fostering open communication and fostering long-lasting collaborations. COLETEK's extensive national reach means we are well-equipped to cater to a diverse range of industries and sectors, from agriculture to healthcare, education, and more. As local businesses expand or diversify, they can rely on our nationwide network for expert advisory services, ensuring their continued success in an ever-changing market. Here at COLETEK, we take pride in being a trusted partner for the Millthorpe community, providing steady guidance through periods of growth and evolution. By combining our rich experience with cutting-edge innovation, we help local businesses thrive amidst the challenges and opportunities presented by today's dynamic economy. Whether you're an established business looking to solidify your presence or a start-up eager to make its mark, COLETEK is dedicated to supporting your aspirations as you navigate the complex landscape. Our door is always open, inviting you to explore how we can help your business flourish in Millthorpe and beyond. Contact Us