AI & Machine Learning Services for Upper Wilsons Creek 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 Upper Wilsons Creek 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 Upper Wilsons Creek 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 Upper Wilsons Creek 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.

Based in Upper Wilsons Creek, New South Wales, Australia, COLETEK has proudly served businesses throughout our region since 2001. As a multidisciplinary Australian engineering and product development company, we've built a reputation for reliability, collaboration, and capability that spans the nation.

We're passionate about supporting local business owners and technical decision-makers in Upper Wilsons Creek, New South Wales, Australia as they navigate the ever-evolving landscape of innovation. Our team is dedicated to understanding your unique challenges and providing tailored engineering solutions to drive success.

From product development to engineering design and manufacturing, COLETEK is committed to delivering exceptional results that exceed our clients' expectations. Operating throughout Upper Wilsons Creek, New South Wales, Australia, we're trusted by industry leaders to get the job done right – the first time.

We take pride in our national reputation for innovative thinking, technical expertise, and seamless project execution. Our team is comprised of experienced professionals with a deep understanding of engineering principles, materials science, and manufacturing processes. When you partner with COLETEK, you can be confident that your project will benefit from our collective expertise.

Serving businesses across Upper Wilsons Creek, New South Wales, Australia, we're committed to building long-term relationships built on trust, transparency, and a passion for delivering exceptional results. Let us bring our engineering expertise to the table, helping you drive innovation and growth in your organization.