AI & Machine Learning Services for Mount Egerton 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 Mount Egerton 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 Mount Egerton 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 Mount Egerton 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 Mount Egerton, Victoria, Australia, you understand the importance of investing in initiatives that drive growth and innovation. At COLETEK, we share your vision, providing reliable engineering and product development solutions to help you achieve your objectives.

With over two decades of experience behind us, our multidisciplinary company has established itself as a trusted partner for businesses across Australia. Since 2001, we've been proud to call ourselves an Australian engineering and product development company, renowned for our innovative approach and commitment to delivering exceptional results.

We're based in Mount Egerton, Victoria, Australia, with a deep understanding of the local market and its challenges. Our team is dedicated to helping businesses like yours succeed, leveraging our expertise to enhance your operation, streamline your processes, and drive efficiency gains.

At COLETEK, we approach each project as an opportunity to share our knowledge and collaboration for success. Whether you're looking to optimize a production line, improve product quality, or develop new market opportunities, our engineers and developers will work closely with you to understand your needs and deliver tailored solutions that meet your unique requirements.

We're not just another engineering company – we're a partner who truly listens and strives for excellence. We take pride in our collective capability, drawing on years of experience to anticipate and overcome the most complex challenges. Our track record speaks volumes: we've consistently delivered projects on time, within budget, and exceeding client expectations.

By choosing COLETEK, you're joining a network of satisfied clients across Mount Egerton, Victoria, Australia and beyond. Together, we'll build something remarkable that drives your business forward. Rest assured that with every project, we'll bring the same level of dedication, expertise, and passion to ensure your continued success.