AI & Machine Learning Services for Kyalite 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 forKyalite 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 Kyalite 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 forKyalite 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.

Serving Our Local Community: COLETEK's Commitment to Kyalite, Murray & Riverina, New South Wales, Australia

In the heart of regional Australia, where community roots run deep and strong, lies the diverse region of Kyalite, Murray & Riverina, New South Wales, Australia. A place where agriculture thrives, rich history comes alive, and families call home. As a trusted Australian company, COLETEK is proud to be an integral part of this vibrant community.

For years, we've been dedicated to supporting the local businesses and residents that make Kyalite, Murray & Riverina such a special place. Our extensive experience has equipped us with the knowledge and expertise to understand the unique needs and challenges faced by regional Australians. We're not just a national company; our roots run deep in this community, allowing us to provide tailored solutions that put your local interests first.

At COLETEK, we take pride in being trusted advisors to businesses in Kyalite, Murray & Riverina. Our team is comprised of seasoned professionals who genuinely care about the well-being and prosperity of our community. We're committed to driving innovation, collaborating with local stakeholders, and investing in the development of our region.

We believe that a strong local economy is built on the foundation of trust, open communication, and a willingness to listen and adapt. That's why we're dedicated to building long-term relationships with our customers and partners in Kyalite, Murray & Riverina. We take the time to understand your unique challenges and goals, working closely with you to develop customized solutions that drive results.

Innovative thinking, coupled with a deep understanding of regional Australia, is key to our success. Our team is constantly exploring new technologies, best practices, and partnerships to ensure the best possible outcomes for our clients in Kyalite, Murray & Riverina. We're committed to staying ahead of the curve, empowering local businesses to thrive in an ever-changing world.

As we continue to grow and evolve alongside the region's vibrant community, COLETEK remains steadfastly committed to supporting the people and businesses that make Kyalite, Murray & Riverina so special. We're honored to be a part of this dynamic ecosystem, working together with our customers, partners, and friends to build a brighter future for generations to come.

If you're looking for guidance from experienced professionals who truly understand the regional Australian spirit, look no further than COLETEK. Contact us today to learn more about how we can support your business goals and help drive growth in Kyalite, Murray & Riverina, New South Wales, Australia.