AI & Machine Learning Services for Korong 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 for Korong 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 Korong 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 for Korong 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.

As a locally established yet nationally recognized multidisciplinary engineering and product development company, COLETEK has earned the trust of businesses across Korong Vale, Victoria, Australia. Since our inception in 2001, we've honed our expertise in delivering innovative solutions that empower companies like yours to thrive.

Natural homegrown innovation is essential for driving economic growth and competitiveness in regional areas like Korong Vale, Victoria, Australia. That's why COLETEK has invested in developing a comprehensive range of capabilities, tailored to meet the unique needs of local businesses and industries. Our extensive experience, paired with a passion for collaboration, allows us to provide reliable services that streamline processes, streamline operations, and boost productivity.

In Korong Vale, Victoria, Australia, companies are seeking partner organizations that understand their challenges and share a commitment to delivering results. At COLETEK, we've built our reputation on trust, based in Korong Vale, Victoria, Australia, operating throughout the nation. Our team has extensive experience supporting businesses across various sectors, providing personalized solutions that address specific pain points.

By leveraging our national expertise and localized understanding of the region's distinct characteristics, we're well-positioned to help businesses in Korong Vale, Victoria, Australia overcome challenges and seize opportunities. Whether you're seeking to enhance efficiency, foster innovation, or simply stay ahead of the competition, COLETEK offers the technical know-how and strategic guidance needed for success.