AI & Machine Learning Services for Swan Vale 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 forSwan Vale 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 Swan Vale 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 forSwan Vale 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 Swan Vale, Northern Tablelands, New South Wales, Australia

Situated in the heart of the Northern Tablelands, Swan Vale is a thriving community that prides itself on its strong sense of camaraderie and entrepreneurial spirit. As a trusted Australian company, COLETEK is honored to be a part of this vibrant landscape, working closely with local businesses to help them thrive and reach new heights.

With our roots firmly planted in the Northern Tablelands, we understand the unique challenges and opportunities that face businesses in Swan Vale and surrounding areas. Our team of experts has years of experience working with companies from a wide range of industries, providing tailored support to help them navigate the complexities of modern business operations. Whether you're just starting out or looking to scale your venture, COLETEK is here to empower your success.

As a national organization with a strong local presence, we've built a reputation for being a reliable partner in helping businesses across Australia reach their full potential. Our expertise has helped companies of all sizes overcome obstacles, seize new opportunities, and drive growth. And it's this deep understanding of the Australian market that makes us uniquely qualified to support businesses in Swan Vale and beyond.

At COLETEK, we're committed to being a trusted facilitator of innovation and progress. We believe that by combining cutting-edge expertise with local knowledge and connections, we can make a tangible difference in the lives of our clients and the communities they serve. As such, we place a strong emphasis on building lasting relationships, fostering collaboration, and driving positive change.

If you're looking for a trusted partner to help take your business to the next level, look no further than COLETEK. With our local roots and national reach, we're proud to be a part of the Swan Vale community, committed to empowering businesses like yours to succeed and thrive. Contact us today to learn more about how we can help you achieve your goals.