AI & Machine Learning Services for Doyles River 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 River 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 River 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 River 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 Partner for Success in Doyles River and Beyond

When it comes to the breathtaking region of Doyles River, Mid North Coast, New South Wales, Australia, you need a trusted partner that understands the unique challenges and opportunities faced by local businesses. That's where COLETEK comes in - we're an Australian company with a national reach, dedicated to empowering entrepreneurs and small-to-medium-sized enterprises (SMEs) in this stunning area. As a long-standing member of the community, we take great pride in our roots and commitment to nurturing the region's growth. At COLETEK, we believe that by supporting local businesses, we're not only driving economic development but also strengthening the social fabric of Doyles River and its surrounding communities. Our door is always open to local startups, entrepreneurs, and established companies seeking guidance on how to thrive in today's competitive landscape. Throughout our extensive experience in working with Australian businesses, we've developed a deep understanding of the region's specific needs and challenges. From developing tailored strategies for small-scale family-run enterprises to providing innovative solutions for larger corporations looking to expand their footprint, our approach is centered around local presence, trust, and continuous innovation. Coletek has proudly become a trusted name in Doyles River, forging lasting relationships with community leaders, entrepreneurs, and innovators who share our vision of fostering sustainable growth. Our team's passion and dedication are what set us apart from traditional consulting firms, allowing us to provide truly bespoke solutions that cater specifically to the needs of local businesses. By choosing COLETEK as your partner, you can rest assured that we'll be with you every step of the way, from concept to launch and beyond. Our ultimate goal is to empower your business to reach new heights, achieve success, and leave a lasting impact on the Doyles River region. So why wait? Partner with us today to unlock your full potential and watch your dreams take shape in the stunning landscape of Doyles River. We're eager to help you navigate the challenges and opportunities within this incredible region, providing guidance that transcends borders and yields remarkable results. Contact Us