AI & Machine Learning Services for Sapphire 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 forSapphire 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 Sapphire 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 forSapphire 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.

Empowering Local Businesses in Sapphire, North West Slopes, New South Wales, Australia

Sapphire, North West Slopes, New South Wales, Australia - a region rich in natural beauty and rustic charm. COLETEK is proud to call this area home, and we're committed to empowering local businesses just like yours. As a trusted Australian company with a national reach, we understand the importance of supporting the communities that make our country great.

For over [X] years, COLETEK has been a cornerstone in the Sapphire region, helping entrepreneurs, small business owners, and industry leaders grow their operations and achieve success. Our team is well-versed in the unique challenges and opportunities presented by this vibrant community, and we're dedicated to providing tailored support that addresses your specific needs.

What sets COLETEK apart is our deep understanding of local markets, coupled with a national perspective that enables us to bring fresh ideas and innovative solutions to the table. Our team has extensive experience working closely with businesses in Sapphire and beyond, offering unparalleled guidance and expertise that helps you navigate the ever-changing business landscape.

We're not just a company - we're your partner and advocate in the region. At COLETEK, we believe that supporting local businesses is essential to driving economic growth and development in our community. That's why we invest time and resources into building strong relationships with the people who matter most - our clients.

When you team up with COLETEK, you can expect a high level of trust, professionalism, and dedication from our entire team. We'll work closely with you to understand your goals, challenges, and aspirations, providing personalized solutions that address your unique needs and help you achieve your vision.

If you're looking for a local business partner who truly understands the Sapphire region, look no further. COLETEK is committed to supporting and empowering entrepreneurs and small businesses in our community - because we believe that together, we can achieve great things.