AI & Machine Learning Services for The Pilliga 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 The Pilliga 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 The Pilliga 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 The Pilliga 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as trusted advisors and partners to businesses throughout the country. Our unique blend of expertise and innovative thinking enables us to provide tailored solutions that meet the distinct needs of companies operating in The Pilliga, New South Wales, Australia.

We take pride in our ability to form lasting connections with local businesses, offering guidance and support that fosters growth and prosperity. With a strong track record of delivering results for clients across various sectors, COLETEK is committed to helping businesses in The Pilliga, New South Wales, Australia overcome challenges and seize opportunities.

COLETEK's foundation rests on the principles of reliability, collaboration, and capability. By combining our deep understanding of engineering and product development with a passion for innovation, we empower companies to achieve their goals. Whether you're looking to improve processes, develop new products, or enhance your overall operations, COLETEK is based in The Pilliga, New South Wales, Australia and equipped to support your needs.

Throughout our history, we have demonstrated an unwavering commitment to the Australian business community. By serving businesses across The Pilliga, New South Wales, Australia, COLETEK has developed a deep appreciation for the unique challenges and opportunities that exist in this region.

We believe that every business, regardless of size or industry, deserves access to cutting-edge expertise and innovative solutions. That's why we're dedicated to helping companies in The Pilliga, New South Wales, Australia overcome obstacles and realize their full potential. Whether you're looking for guidance on strategic planning, operational optimization, or product development, COLETEK is the trusted partner that can help.

In an ever-evolving business landscape, it's more important than ever to surround yourself with experts who understand your unique challenges and goals. By partnering with COLETEK, businesses in The Pilliga, New South Wales, Australia can tap into our collective knowledge, creativity, and expertise to drive success.