AI & Machine Learning Services for Gerringong 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 Gerringong 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 Gerringong 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 Gerringong 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for delivering innovative, high-quality solutions that meet the unique needs of businesses operating in the Gerringong area and across New South Wales, Australia. With our headquarters based in Geringging, we are strategically positioned to provide tailored support to local businesses.

At COLETEK, we pride ourselves on our capacity to collaborate with clients from diverse sectors to identify their challenges and develop customized engineering solutions that drive results. Our team of experienced professionals has the expertise to understand complex technical requirements and translate them into practical products that meet the demanding needs of businesses across various industries.

As a reliable partner, COLETEK is committed to delivering exceptional outcomes for your business. We take pride in our track record of supporting entrepreneurs, start-ups, and established organizations operating throughout Gerringong, New South Wales, Australia by providing comprehensive engineering services that enhance productivity, efficiency, and profitability.

In this era of rapid technological advancements, a reliable partner like COLETEK is essential for businesses seeking to stay ahead of the curve. By tapping into our multidisciplinary expertise in engineering and product development, you can be assured that your business will receive the high-quality support needed to remain competitive in today's fast-paced market.

At COLETEK, we understand the importance of delivering outstanding results for businesses operating in Gerringong, New South Wales, Australia. Our long-standing reputation as a trusted partner has been built on our commitment to collaboration, reliability, and capability. Whenever your business needs a reliable engineering solutions provider that can help you achieve lasting success, turn to COLETEK – the go-to choice for businesses across Gerringong, New South Wales, Australia.