AI & Machine Learning Services for Harden 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 forHarden 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 Harden 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 forHarden 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.

Empowering Local Businesses in Harden, Central Tablelands, New South Wales, Australia: COLETEK's Commitment to the Region

In the heart of the beautiful Central Tablelands, Harden is a vibrant town that epitomizes community spirit and entrepreneurial flair. As a trusted Australian company with a national presence, COLETEK has chosen to make this area our home, and we're committed to supporting the local businesses that drive the region's economy.

Located in the lush landscapes of New South Wales – Australia's third-largest state – Harden is a thriving hub for agriculture, manufacturing, and service industries. With its strong sense of community and stunning natural environment, it's no wonder why entrepreneurs and families alike are drawn to this unique corner of the country. At COLETEK, we're honored to be part of this thriving ecosystem, working closely with local businesses and organizations to foster growth, innovation, and prosperity.

We understand that trust is essential when partnering with a business – especially one that serves an entire region. That's why our team at COletek has built a reputation on reliability, integrity, and expertise in delivering tailored solutions for businesses across Harden and the surrounding Central Tablelands. Whether you're looking to optimize operations, streamline processes, or drive revenue growth, we'll work alongside you every step of the way.

As a locally-owned company with a national presence, we're uniquely positioned to serve the unique needs of these rural communities. Our team's knowledge and experience are directly informed by their exposure to, and understanding of, regional issues and opportunities – allowing us to provide context-sensitive solutions that resonate deeply with our clients.

We take pride in being an integral part of the local business fabric – fostering strong relationships built on mutual respect, openness, and a shared commitment to growth. Through collaborative problem-solving, innovative thinking, and industry-specific expertise, we empower businesses across Harden and the Central Tablelands to thrive, adapt, and succeed.