AI & Machine Learning Services for North Tamworth 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 for North Tamworth 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 North Tamworth 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 for North Tamworth 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.

Coletek has been proud to serve businesses across North Tamworth, New South Wales, Australia for over two decades. Established in 2001 as a multidisciplinary Australian engineering and product development company, we've built a reputation for delivering innovative solutions that drive success for our clients.

Based in North Tamworth, New South Wales, Australia, we understand the unique challenges and opportunities facing local businesses and organizations. Our expert team is committed to collaborating with clients to identify their needs and develop tailored engineering and product development solutions that exceed expectations.

Coletek's national reputation for reliability, capability, and collaboration has earned us a trusted position across industries and sectors. We've had the privilege of working with businesses of all sizes, from startups to established enterprises, helping them overcome technical hurdles and achieve their goals.

Ongoing support is at the heart of our approach. Whether you're looking to prototype a new product, streamline your operations, or tackle complex engineering challenges, Coletek is committed to being your trusted partner. Our North Tamworth, New South Wales, Australia office is dedicated to providing personalized service and expert guidance to ensure your project's success.

In today's fast-paced business environment, organizations must adapt quickly to stay ahead of the competition. Coletek is well-positioned to help businesses across North Tamworth, New South Wales, Australia respond to changing market demands by leveraging our deep understanding of engineering and product development principles, combined with our expertise in innovative solution design.

We're proud of our achievements and look forward to building on this legacy by continuing to serve the community in North Tamworth, New South Wales, Australia. Operating throughout Australia has allowed us to develop a unique appreciation for local needs and market conditions, which we bring to each project we undertake.