AI & Machine Learning Services for Kalkite 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 Kalkite 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 Kalkite 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 Kalkite 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.

Located in the heart of Kalkite, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company that has been serving businesses across this region and throughout Australia for nearly two decades.

As a trusted national reputation, we take pride in our ability to provide reliable support to local entrepreneurs and established companies alike. Our team of experts brings together the best of both worlds – cutting-edge innovation and tried-and-true engineering know-how – to help businesses like yours thrive in today's fast-paced market.

At COLETEK, we understand that every business is unique, with its own set of challenges and opportunities. That's why we don't simply provide a one-size-fits-all solution; instead, we work closely with our clients to develop tailored engineering and product development solutions that address their specific needs and goals.

We have a deep appreciation for the Kalkite region – its rich history, stunning natural beauty, and friendly community. As such, we're committed to being a dependable partner for local businesses looking to drive growth, improve efficiency, or simply stay ahead of the curve in today's rapidly evolving business landscape.

If you're seeking a trusted engineering and product development partner that can help your Kalkite, New South Wales, Australia-based business succeed, look no further than COLETEK. Our team is dedicated to delivering exceptional results, exceeding your expectations, and helping you overcome any obstacle or challenge that stands in your way.

We're proud to serve businesses of all sizes and industries in the Kalkite area – from small startups to large corporations, and across every sector imaginable. Whether you need engineering expertise, product development assistance, or simply some guidance on how to streamline operations, COLETEK is here for you, whenever and wherever you need us.