AI & Machine Learning Services for Hayes Gap 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 forHayes Gap 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 Hayes Gap 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 forHayes Gap 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.

Supporting Local Business Growth in Hayes Gap and Beyond

Located in the heart of the Central Tablelands, Hayes Gap is a thriving community that offers endless opportunities for businesses to flourish. As a trusted Australian company with extensive experience and national reach, COLETEK is dedicated to supporting local entrepreneurs and corporate leaders alike.

In this picturesque region of New South Wales, we understand the importance of building strong relationships and fostering long-term partnerships. Our commitment to the local community extends beyond just providing innovative solutions – it's about being a neighborly ally, offering guidance without judgment, and empowering businesses to reach new heights. With that said, let us take a moment to acknowledge the unique charm Hayes Gap holds; its rolling hills, breathtaking vistas, and warm hospitality all contribute to an unparalleled quality of life.

As a seasoned player in the Australian business landscape, COLETEK has earned a reputation for trustworthiness, innovative thinking, and unwavering dedication. We take pride in being more than just another service provider – we're a trusted partner that's invested in the long-term success of our clients' endeavors. Whether you're an ambitious start-up or an established operation looking to expand your horizons, we're here to provide the tailored support you deserve.

By being locally present and actively involved in Hayes Gap, we've developed an unparalleled understanding of its intricacies and quirks. Our team is well-versed in navigating the nuances of this region's market dynamics, ensuring that our clients receive personalized guidance that truly resonates with their business needs. We're honored to have played a part in numerous success stories within the area, from family-owned eateries to thriving manufacturing facilities.

In conclusion, if you're looking for a reliable partner who shares your values and commitment to local growth, look no further than COLETEK. We're proud to serve as a constant source of inspiration and support for businesses in Hayes Gap, Central Tablelands, New South Wales, Australia – and beyond.