AI & Machine Learning Services for Armidale 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 forArmidale 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 Armidale 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 forArmidale 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.

Serving Armidale: Your Partner for Business Growth and Success

Welcoming locals and entrepreneurs alike, Armidale in the Northern Tablelands of New South Wales, Australia is a thriving hub for businesses large and small. As you navigate the ever-changing landscape of industry trends and technological advancements, it's reassuring to know that COLETEK has been steadfastly supporting businesses in this region since [Year]. With our deep understanding of the local market and national reach, we're committed to helping you overcome challenges, seize opportunities, and drive growth.

Nestled within the heart of New South Wales' Northern Tablelands, Armidale is an attractive location for entrepreneurs and companies seeking stability, quality of life, and a strong sense of community. Our team at COLETEK has been deeply rooted in this area, developing long-term relationships with local businesses and contributing to the region's economic prosperity. We pride ourselves on being a trusted ally for those looking to grow their operations and make a lasting impact.

In an increasingly complex market, it's vital to partner with an organisation that knows the Armidale community inside out. COLETEK's comprehensive understanding of local conditions, combined with our national scope and resources, allows us to deliver tailored solutions that meet your unique needs. From innovative business ideas to established brands seeking expansion, we're committed to being a trusted guide for entrepreneurs and businesses across this beautiful region.

As a leading Australian company, COLETEK is committed to innovation, trust, and local presence. Our goal is to empower the Armidale business community by providing cutting-edge expertise, strategic insights, and operational support. Whether you're looking to launch a new venture or navigate the challenges of today's competitive landscape, we're here to help.

We're proud to be part of this vibrant community in Armidale, New South Wales. It's our pleasure to contribute to the region's ongoing success and economic growth. If you're considering taking your business to the next level or seeking guidance on how to reach new heights, we encourage you to get in touch with COletek today.