AI & Machine Learning Services for Hanwood 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 forHanwood 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 Hanwood 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 forHanwood 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.

Supporting Local Businesses in Hanwood, Murray & Riverina, New South Wales, Australia

In the heart of Hanwood, Murray & Riverina, New South Wales, Australia, COLETEK remains committed to fostering thriving local businesses and communities. Our expert team has a deep understanding of the region's unique needs and challenges, allowing us to deliver tailored solutions that drive success.

As a truly Australian company, we're proud of our national reach and ability to support businesses across Hanwood, Murray & Riverina from our local base. We understand the importance of partnering with trusted advisors who grasp the complexities of regional commerce, are nimble in their responses to changing market conditions, and possess a genuine knowledge of community needs.

At COLETEK, we're passionate about being more than just a service provider – we truly care about our clients' concerns. Our dedication to open communication and collaborative decision-making fosters strong relationships built on mutual respect. By working closely with local businesses in Hanwood, Murray & Riverina, we've established ourselves as trusted advisors, always ready to lend a hand or offer sage advice.

As a region steeped in history and agriculture, Hanwood, Murray & Riverina forms the backbone of our operation. We're committed to harnessing innovation and technology to create sustainable growth opportunities for local businesses, helping them adapt to an ever-evolving market and remain competitive.

We take pride in being deeply rooted within Hanwood, Murray & Riverina's communities, with a firm grasp on local trends and requirements. By embracing the unique characteristics of this region, we've honed our expertise in understanding what makes local businesses tick and adapt to their specific needs.

Situated at the crossroads of Australia, Hanwood, Murray & Riverina presents opportunities unlike anywhere else. COLETEK is proud to be an integral part of this ecosystem, working alongside some of the most resilient and innovative local business owners and decision-makers.

As you look to take your Hanwood, Murray & Riverina-based business to new heights, turn to us for expert guidance, unwavering support, and a deep understanding of the region's intricacies. Trust COLETEK to be your local partner and facilitator in navigating today's complex commercial landscape.

Don't hesitate – reach out to our friendly and knowledgeable team today. Contact Us