AI & Machine Learning Services for Greengrove 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 Greengrove 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 Greengrove 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 Greengrove 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.

Coletek has been serving businesses across Greengrove, New South Wales, Australia with pride since 2001. As a multidisciplinary Australian engineering and product development company, we've established ourselves as a trusted national partner for innovation-minded organizations. With our expertise rooted in locally-developed solutions, we're well-equipped to support entrepreneurs, small business owners, and corporate stakeholders alike in the heart of New South Wales.

Whether you're looking to improve operational efficiency, develop new products or services, or expand into new markets, Coletek is here to help. Our team of experienced engineers and product developers collaborate seamlessly with clients to deliver reliable, custom-tailored solutions that meet their unique needs. By drawing upon our collective expertise in engineering, product development, and innovation, we empower local businesses in Greengrove, New South Wales, Australia to excel globally.

Our commitment to collaborating with clients has earned us a reputation as a trusted thought partner across the country. For over two decades, Coletek has been proudly based in Greengrove, New South Wales, Australia, and we take pride in our ability to operate efficiently throughout Australia's diverse regions. Locally developed solutions are at the core of everything we do – and that's what sets us apart as your trusted engineering partner in the region.

We understand that every business is unique, with distinct goals and challenges. That's why we approach each project with a focus on building long-term relationships built on trust, reliability, and integrity. By combining cutting-edge innovation with our wealth of local knowledge and expertise, we support local businesses in Greengrove, New South Wales, Australia to drive progress, foster growth, and stay competitive in their respective markets.