AI & Machine Learning Services for Edenville 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 Edenville 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 Edenville 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 Edenville 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.

We're proud to serve businesses across Edenville, New South Wales, Australia, providing trusted engineering and product development expertise since 2001. As a multidisciplinary Australian company, we've established ourselves as a go-to partner for organizations striving to innovate and improve their operations.

Our comprehensive approach, backed by years of experience and innovation, sets us apart from the competition. Based in Edenville, New South Wales, Australia, our team operates throughout the region, supporting local businesses like yours with tailored solutions that meet their unique needs. Whether you're looking to enhance performance, reduce costs, or expand your offerings, we're committed to delivering reliable results and exceptional collaboration.

At COLETEK, we understand the complexities of operating in Edenville, New South Wales, Australia's dynamic business landscape. Our engineers and product developers are passionate about identifying opportunities for improvement and developing creative, effective solutions that drive real value for our clients. By harnessing our expertise and capabilities, your organization can overcome challenges, seize new opportunities, and thrive in the region.

We're dedicated to building long-term relationships with businesses across Edenville, New South Wales, Australia, by providing exceptional service, timely delivery, and transparent communication. Our goal is to be more than just a partner – we aim to become an integral part of your team.

When you work with COLETEK, you can trust that you're partnering with a company that's committed to serving the community, driving innovation, and delivering reliable results. Our team is built on a foundation of mutual respect, open communication, and a passion for seeing our clients succeed. Operating throughout Edenville, New South Wales, Australia, we're uniquely positioned to support local businesses like yours.