AI & Machine Learning Services for Fern 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 Fern 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 Fern 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 Fern 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 the beating heart of innovation in Fern Gully, New South Wales, Australia, COLETEK is proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a national reputation built on trust, reliability, and collaboration, we've earned our place as a go-to partner for businesses seeking capable and innovative solutions. Our team of experienced engineers and product developers is dedicated to supporting the diverse needs of Fern Gully's thriving business community. By leveraging cutting-edge knowledge, expertise, and cutting-edge technology, we help local entrepreneurs, startup founders, and small business owners achieve their goals, overcome challenges, and stay ahead of the curve. COLETEK's engineering prowess knows no bounds – from conceptualization to product realization, our experts guide you through every step of the development process. Operating throughout Fern Gully, New South Wales, Australia, and across the country, we understand the unique demands of each region and tailor our approach to meet local needs. At COLETEK, we believe that strong relationships with our clients are paramount to driving success. We take the time to listen, understand your vision, and work collaboratively to bring it to life. Our commitment to building long-term partnerships has earned us a spot as one of Australia's most respected engineering and product development companies. Now, we'd like to invite you to join forces with us in Fern Gully, New South Wales, Australia. Whether you're looking to revolutionize your manufacturing process, create innovative products, or develop innovative solutions, our team is here to provide the expertise and support you need to thrive.