AI & Machine Learning Services for Charbon 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 forCharbon 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 Charbon 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 forCharbon 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 Businesses in Charbon and Beyond: COLETEK's Commitment to Your Success

Innovative thinking and a passion for collaboration set us apart as we develop bespoke solutions tailored to the unique needs of regional businesses like yours. Our team's extensive experience, garnered from working with enterprises across Australia, enables us to draw upon tried-and-true best practices while adapting to the distinct challenges faced in the Central Tablelands.

COLETEK's national reach is matched only by our commitment to staying grounded in local communities – including Charbon. Our presence in your region means that you can rely on us for consistent support and expert guidance whenever you need it, without sacrificing personal connection or understanding of your business's specific needs.

We're proud to have built a reputation as a trusted partner for businesses across the country, from coast to coast. This foundation of trust is rooted in our dedication to innovative problem-solving, customer-centric approach, and unwavering commitment to the prosperity of local communities – like Charbon – that make Australia so strong.

By partnering with COLETEK, your Charbon-based business gains access to unparalleled expertise, streamlined processes, and a deep understanding of regional nuances. Join our growing network of successful entrepreneurs who've leveraged our support to drive growth, overcome challenges, and thrive in the ever-changing market landscape.

If you're ready to take your business in Charbon to new heights, reach out to COLETEK today. Let's build a brighter future together – one that combines the region's unique charm with cutting-edge solutions tailored to meet your evolving needs. You're not just partnering with a company; you're joining a community of like-minded visionaries and doers who are committed to making a meaningful difference in their local area.