AI & Machine Learning Services for Doyles Creek 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 forDoyles Creek 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 Doyles Creek 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 forDoyles Creek 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: Your Local Partner in the Upper Hunter Valley's Doyles Creek Region

Nestled in the picturesque Upper Hunter Valley, Doyles Creek is a thriving community that embodies the essence of rural Australia. As a trusted and experienced enterprise, COLETEK is proud to call this area home. With our national footprint and local presence, we've built strong relationships with businesses like yours in Doyles Creek and beyond.

Coletek's roots run deep in Australian soil, with a wealth of knowledge gained from working closely with regional entrepreneurs. Our team understands the unique challenges and opportunities that come with operating a business in this idyllic setting. As your local partner, we're committed to helping you grow and succeed, leveraging our expertise and network to drive lasting results.

In a region where community spirit knows no bounds, COLETEK is dedicated to fostering genuine connections and trust with the people who matter most – our customers, partners, and neighbors. We've earned a reputation as an innovator, continually seeking new ways to apply cutting-edge solutions that meet the distinct needs of local businesses in Doyles Creek.

When you invest in COLETEK, you're aligning your business with a trusted ally that genuinely understands the nuances of operating in Australia's Upper Hunter Valley. Our deep connection to the area ensures we stay attuned to local market trends, regulatory frameworks, and community expectations. We're an extension of your team, working in collaboration to realize your most ambitious goals.

In Doyles Creek, COLETEK is proud to be a part of the fabric that makes this region special – a place where tradition, innovation, and friendly spirit come together in perfect harmony. As you grow and evolve your business, rest assured that our local expertise and national reach will support your every move.

As we look out at the breathtaking vistas of Doyles Creek, we're reminded that there's no better time to invest in your future than now. At COLETEK, we're excited to partner with you on a journey of growth and success. Whether you're an established local business or just starting out, we'd love to discuss how our customized support can help take your enterprise to the next level.