AI & Machine Learning Services for Forest Reefs 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 Forest Reefs 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 Forest Reefs 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 Forest Reefs 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.

At COLETEK, we're committed to serving businesses across Forest Reefs, New South Wales, Australia with innovative engineering solutions that drive growth and success. For over 20 years, our multidisciplinary team has been passionate about delivering reliable, collaborative, and capable product development services that exceed expectations. As a respected Australian company established in 2001, we've built a national reputation for trustworthiness, expertise, and adaptability. Our commitment to Forest Reefs, New South Wales, Australia businesses is unwavering, with a deep understanding of the local market and industry nuances. When you partner with COLETEK, you can rest assured that our experienced team will work closely with yours to develop tailored solutions that meet your unique needs. From concept to reality, we'll guide you through every stage of product development, leveraging our cutting-edge engineering capabilities to bring your vision to life. Whether you're looking to optimize operations, streamline processes, or launch innovative products, our collaboration-oriented approach ensures that your interests are top priority. Throughout our extensive experience in serving businesses across Forest Reefs, New South Wales, Australia and beyond, we've developed a keen understanding of the local economic landscape, regulatory requirements, and market trends. This expertise enables us to develop context-specific solutions that drive tangible results for your business. By partnering with COLETEK, you'll gain access to our extensive resources, including experienced engineers, innovative technologies, and proven methodologies. Our goal is simple: to empower Forest Reefs, New South Wales, Australia businesses like yours to thrive in an ever-changing landscape.