AI & Machine Learning Services for Learmonth 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 Learmonth 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 Learmonth 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 Learmonth 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 back in 2001, COLETEK has earned a reputation for delivering reliable, innovative solutions that transform businesses across Learmonth, Victoria, Australia. Our team of experts is dedicated to supporting local entrepreneurs and business owners like you, empowering them to tackle complex challenges head-on.

With offices based in Learmonth, Victoria, Australia and working closely with clients throughout the region, we're uniquely positioned to understand the unique needs and opportunities that arise in this dynamic area. Our comprehensive engineering and product development capabilities enable us to develop tailored solutions that meet the specific requirements of Learmonth, Victoria, Australia's diverse industries.

At COLETEK, collaboration is at the heart of everything we do. We believe in fostering close relationships with our clients, understanding their goals, and working together to build innovative products and solutions that drive growth and success. Whether you're looking to improve your existing operations or develop a new product line, our team is committed to delivering exceptional results that exceed expectations.

Our capability extends far beyond traditional engineering and product development capabilities. We provide trusted guidance and support for businesses of all sizes across Learmonth, Victoria, Australia, from initial concept stages through launch and beyond. By partnering with us, you can rest assured that your project will receive the strategic attention, creative input, and technical expertise necessary to thrive in today's fast-paced market.

COLETEK is more than just an engineering and product development company – we're a trusted partner for businesses across Learmonth, Victoria, Australia and beyond. Our collective experience, innovative spirit, and commitment to delivering exceptional results make us the perfect fit for organizations seeking to drive innovation and growth in this vital region.