AI & Machine Learning Services for Number One 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 forNumber One 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 Number One 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 forNumber One 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.

Elevating Local Businesses: COLETEK's Commitment to Number One, Mid North Coast, New South Wales, Australia

As a trusted Australian company, we at COLETEK are dedicated to supporting and empowering local businesses in the magnificent region of Number One, Mid North Coast, New South Wales, Australia. Our team is passionate about helping entrepreneurs, small business owners, and innovators alike achieve their goals and navigate the complexities of modern commerce. Whether you're setting up a new venture or looking to take your existing business to the next level, we're here to provide expert guidance, innovative solutions, and unwavering local presence.

Our roots run deep in this stunning region, where we've developed a profound understanding of the unique challenges and opportunities that come with operating a business on Number One. We've seen firsthand how our expertise has transformed countless local enterprises, helping them adapt to an ever-changing marketplace while staying true to their core values.

COLETEK's national reach is impressive, with connections spanning across major cities and regional communities alike. This allows us to draw upon a wealth of knowledge, talent, and resources, empowering our clients in Number One to achieve exceptional results. We're proud to be an integral part of the regional business ecosystem, offering tailored support that addresses your specific needs and aspirations.

Innovation is at the heart of everything we do. By embracing cutting-edge technologies, strategies, and partnerships, we enable local businesses like yours to stay ahead of the curve. Our team members are lifelong learners, always seeking new ways to improve efficiency, reduce costs, and enhance customer experiences. Trust in our expertise, as we'll work tirelessly to ensure your business not only survives but thrives in this dynamic environment.

As a trusted Australian company, we understand the importance of building strong relationships with local stakeholders. Our commitment to Number One is unwavering; we're dedicated to helping you succeed in this incredible region where stunning landscapes meet vibrant communities. By partnering with us, you'll gain access to a deep understanding of the local market, ensuring informed decision-making and strategic growth.

Now it's your turn! To transform your business and unlock its full potential, we invite you to take the first step. Contact COLETEK today and let's work together to propel your venture forward. Speak with one of our expert advisors who are passionate about supporting local businesses in Number One, Mid North Coast, New South Wales, Australia.