AI & Machine Learning Services for Inverell 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 forInverell 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 Inverell 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 forInverell 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.

Trusted Local Expertise for Inverell and Beyond

Inverell, situated in the heart of the North West Slopes, New South Wales, Australia, is a vibrant regional town with a strong sense of community. At COLETEK, we're proud to call this area our home and have been working closely with local businesses and organizations for years.

As a national company with deep roots in Australian soil, COLETEK understands the unique challenges and opportunities that come with operating a business in Inverell and beyond. We've had the pleasure of supporting numerous companies across the region, from family-owned enterprises to cutting-edge start-ups, helping them navigate growth, innovation, and success.

With over [X] years of combined experience in the industry, our team is well-equipped to provide tailored guidance and support. By leveraging our expertise, local businesses in Inverell can trust that they're working with a trusted partner who has their best interests at heart. We take pride in being a stable and reliable presence, committed to helping regional enterprises thrive and contribute to the area's ongoing growth.

COLETEK's extensive network allows us to draw from national resources, expertise, and best practices, while remaining deeply rooted in our local community. This unique blend of national scope and local insight enables us to deliver customized solutions that meet the distinct needs of Inverell-based businesses. We take pride in being a true partner, always ready to lend a hand or offer guidance when needed.

Our dedication to trust, innovation, and community is woven into every aspect of our work. By choosing COLETEK, local businesses can rest assured that they're receiving top-notch service from industry experts who truly understand the region's nuances. Inverell and its surrounding areas are home to some incredible stories, and we're honored to be a part of what makes this region so special.

We're proud to have earned our reputation as a trusted partner for businesses in Inverell and beyond. Now, it's your turn to experience the COletek difference. Whether you're starting from scratch or looking to take your organization to the next level, we invite you to Contact Us today and discover how our local expertise can fuel your success.