AI & Machine Learning Services for Mount Mitchell 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 forMount Mitchell 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 Mount Mitchell 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 forMount Mitchell 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.

Building Stronger Futures in Mount Mitchell, Northern Tablelands, New South Wales, Australia

The picturesque region of Mount Mitchell, surrounded by the majestic hills and valleys of the Northern Tablelands in New South Wales, is an area rich in natural beauty and strong community spirit. At COLETEK, we're proud to call this region home and dedicated to helping local businesses thrive.

As a trusted Australian company with national reach, we've established ourselves as experts in providing unparalleled support to businesses across the country. Our extensive experience stems from working with companies in diverse industries, understanding their unique challenges, and developing tailored solutions that drive growth.

In Mount Mitchell and the surrounding areas of the Northern Tablelands, our local presence is more than just an office – it's a foundation for building lasting relationships. We take pride in being part of this community, supporting local initiatives, and fostering connections with fellow entrepreneurs and innovators.

At COLETEK, we're driven by a shared vision of trust, innovation, and local engagement. Our team is committed to delivering exceptional outcomes that benefit businesses and the communities they serve. By working with us, you'll gain access to cutting-edge expertise, strategic guidance, and unwavering support tailored to your specific needs.

We understand the importance of being a credible partner in the Mount Mitchell community. Our reputation for integrity, reliability, and expert knowledge has earned us the trust of numerous local businesses and organizations. We're honored to be an integral part of the region's growth story.

Whether you're just starting out or seeking to take your business to new heights, know that COLETEK is here to help. With our experience and reach, we'll work closely with you to develop a customized strategy that aligns with your goals, drives results, and contributes to the region's prosperity.

If you're ready to partner with a trusted Australian company and take your business forward in Mount Mitchell, Northern Tablelands, New South Wales, Australia, let's get started. Contact Us