AI & Machine Learning Services for Harparary 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 Harparary 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 Harparary 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 Harparary 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 earned a trusted national reputation for delivering reliable solutions that exceed our clients' expectations. With a strong presence operating throughout Australia, including the Harparary region, we are committed to supporting local businesses and helping them grow.

In Harparary, New South Wales, Australia, we understand the importance of fostering close relationships with business owners and decision-makers who require innovative engineering solutions that drive success. Our team is dedicated to building these connections by collaborating closely with our clients to develop products and services that meet their unique needs and goals.

COLETEK's expertise encompasses a broad range of industries, from manufacturing and construction to healthcare and energy. We are well-versed in the challenges faced by businesses in Harparary, New South Wales, Australia, including the need for customized engineering solutions to address local market demands and regulations. By leveraging our technical capabilities and industry insights, we empower our clients to compete effectively in their respective markets.

What sets us apart is our passion for innovation, our commitment to collaboration, and our unwavering dedication to delivering exceptional results. Whether you're an entrepreneur or a business owner established in Harparary, New South Wales, Australia, COLETEK's multidisciplinary team can help you tackle complex engineering challenges and drive growth by developing innovative products and services tailored to your specific needs.

By partnering with COOLETEK, our clients in Harparary, New South Wales, Australia benefit from our expertise in engineering product development, prototyping, testing, and manufacturing. Our goal is to assist local businesses like yours in achieving their objectives by delivering reliable solutions that drive success.