AI & Machine Learning Services for Rivertree 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 forRivertree 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 Rivertree 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 forRivertree 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.

Your Local Partner in Rivertree: COLETEK's Commitment to the Northern Tablelands

Located in the heart of Rivertree, Northern Tablelands, New South Wales, Australia, COLETEK is proud to be a part of this close-knit community. As a trusted Australian company, we understand the unique challenges and opportunities that come with doing business in our local area.

We've been working with businesses in and around Rivertree for years, providing expert guidance and support that's tailored to their specific needs. Whether you're just starting out or looking to take your organization to the next level, we're here to help.

With a national reach and a wealth of experience across various industries, COLETEK is well-positioned to assist businesses in Rivertree and the broader Northern Tablelands region achieve their goals. Our team is dedicated to delivering exceptional results, built on a foundation of trust, innovation, and local presence.

As a company that's deeply rooted in our community, we're committed to supporting local initiatives and fostering economic growth in the area. We believe that by working together, we can create a brighter future for all businesses and residents in Rivertree and beyond.

If you're looking for a trusted partner to help your business thrive in the Northern Tablelands, look no further than COLETEK. Our team is ready to roll up our sleeves and get to work on solutions that are tailored to your unique needs and goals.

So why wait? Get in touch with us today and discover how COLETEK can help take your business – and the entire Rivertree community – to new heights. Contact Us