AI & Machine Learning Services for Koorlong 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 Koorlong 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 Koorlong 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 Koorlong 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 respected multidisciplinary engineering and product development company based in Koorlong, Victoria, Australia, we're proud to serve businesses across this charming regional town. With over 20 years of experience and innovation behind us, COLETEK has established itself as a trusted national partner for organizations seeking to drive growth, improve performance, or simply overcome unique challenges. Our roots run deep in Australian soil, dating back to our founding in 2001. Today, we continue to operate throughout Australia, with a strong focus on supporting businesses like yours in Koorlong, Victoria, Australia. Whether you're an entrepreneur looking to disrupt your industry or a family-owned enterprise seeking to optimize operations, we're dedicated to helping you achieve your goals. At COLETEK, we believe that effective collaboration is the key to outstanding outcomes. Our team of seasoned engineers and product developers work closely with clients from various sectors – from manufacturing and healthcare to energy and agriculture. By applying our extensive knowledge and capabilities in a tailored manner, we help businesses in Koorlong, Victoria, Australia find novel solutions to complex problems. What sets us apart is our commitment to building strong relationships, fostering open communication, and delivering reliable results that meet your unique needs and expectations. We take pride in being a trusted partner for clients across the nation, including those in Koorlong, Victoria, Australia who seek support in navigating the ever-changing landscape of their industries. By partnering with COLETEK, businesses in Koorlong, Victoria, Australia can leverage our capabilities, expertise, and national reach to drive innovation, enhance efficiency, or simply find new ways to adapt to market dynamics. If you're looking for a trusted engineering and product development partner to help your business thrive in this beautiful region, we invite you to get in touch today.