AI & Machine Learning Services for Green 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 forGreen 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 Green 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 forGreen 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.

Solid Ground in Green Gully: COLETEK's Commitment to Local Businesses in the Central Tablelands, New South Wales, Australia

Located at the heart of the picturesque Green Gully, Central Tablelands, New South Wales, Australia, our community has a pulse that resonates with COLETEK's values. Here, we understand the importance of fostering strong connections between local businesses and the region they call home. As a trusted Australian company, we've built a reputation for being there when it counts – through every upturn and downturn – ensuring that regional enterprises have the support system needed to thrive within our diverse and expansive Central Tablelands.

With roots deeply embedded in this beautiful region, COLETEK has developed an innate understanding of the unique challenges faced by local businesses. We've witnessed firsthand how a well-crafted strategy can be life-changing for entrepreneurs, farmers, and small operators alike. By taking the time to truly listen to their needs and concerns, we've fashioned solutions that are tailored to the region's distinct landscape – encompassing the Green Gully, Kandos, Mudgee, and beyond.

Our story is one of trust, built on a foundation of transparency, fairness, and a genuine commitment to making a lasting impact within our local community. We've nurtured long-standing relationships with regional businesses, farmers, and families, working together to achieve shared goals – be they increasing market share or ensuring environmental sustainability.

Through innovations and partnerships, we've expanded this reach nationally, empowering a broader network of regional champions to collaborate seamlessly with COLETEK's expertise. In essence, we're part of the vital fabric that binds our nation together – providing local entrepreneurs with an unfettered voice within the Australian economy.

In Green Gully and beyond, our presence is defined by more than just geographical boundaries. It's about being a steadfast ally for those forging paths in their own backyards. For local businesses seeking reliable partners who truly understand regional dynamics – COLETEK stands as that dependable pillar of stability, ever ready to lend guidance whenever needed.

We're proud advocates for Green Gully and the Central Tablelands, committed to fostering an even stronger connection with our community. As your trusted ally in this beautiful region, we invite you to take the first step toward charting a brighter course – start by Contact Us.