AI & Machine Learning Services for Long Gully 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 Long Gully 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 Long Gully 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 Long Gully 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 trusted and innovative engineering partner, COLETEK is proud to be based in Long Gully, Victoria, Australia, serving businesses across the region with our multidisciplinary expertise. Since our establishment in 2001, we have earned a national reputation for delivering exceptional results, building long-term relationships, and driving growth through collaboration.

Our team of experienced engineers and product development specialists is dedicated to supporting local businesses in Long Gully, Victoria, Australia, helping them overcome technical challenges, improve efficiency, and stay competitive. By leveraging our expertise in engineering and product development, we empower companies to excel in their respective industries.

At COLETEK, we understand the importance of reliability, capability, and trust when partnering with businesses. Our commitment to delivering high-quality solutions has earned us a reputation as a trusted name in the Australian engineering and product development industry. We operate throughout Australia, including Long Gully, Victoria, supporting companies across various sectors.

Whether you're looking to enhance your current operations, develop new products or services, or overcome specific technical challenges, we have the expertise and experience to help. By combining our knowledge with a deep understanding of the local market, we provide tailored solutions that meet the unique needs of Long Gully, Victoria, Australia businesses.

As you navigate the complexities of engineering and product development, trust COLETEK to deliver exceptional results and drive growth for your business. We're proud to be based in Long Gully, Victoria, Australia, serving local businesses like yours with our innovative and trusted approach.