AI & Machine Learning Services for Keerrong 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 Keerrong 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 Keerrong 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 Keerrong 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 the heartbeat of New South Wales, Keerrong is a thriving community filled with entrepreneurial spirit and a deep sense of connection to the land. At COLETEK, we're honored to be a trusted partner for businesses in Keerrong, empowering them to reach new heights through our multidisciplinary engineering and product development expertise.

Established in 2001, COLETEK has built a nationwide reputation as a reliable and innovative solutions provider. With our team based in Keerrong, New South Wales, Australia, we're uniquely positioned to support local businesses, offering tailored guidance and collaboration that puts your needs at the forefront.

Over the years, we've had the privilege of working with numerous Keerrong-based clients across various sectors, from manufacturing to agriculture. Our ability to bridge the gap between technical innovation and practical application has enabled our clients to streamline their operations, enhance their productivity, and improve their competitive edge in the market.

What sets us apart is our commitment to building strong relationships through open communication, transparency, and a passion for delivering results that exceed expectations. Whether you're seeking to optimize your existing workflow or develop new products, we'll work side-by-side with you to achieve your goals.

In Keerrong, New South Wales, Australia, we recognize the value of community and the importance of supporting local businesses in their growth and development. That's why we take a holistic approach to our partnerships, focusing on long-term success rather than quick fixes.

By leveraging our expertise in multidisciplinary engineering and product development, we've helped numerous Keerrong-based companies navigate the challenges of an ever-evolving marketplace, position themselves for future growth, and build a lasting presence in their respective industries.