AI & Machine Learning Services for Tewinga 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 Tewinga 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 Tewinga 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 Tewinga 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.

As the hub of agricultural production and a thriving rural community, Tewinga, New South Wales, Australia is an ideal location for businesses looking to grow and innovate. At COLETEK, we're proud to call ourselves a trusted national player in engineering and product development, with over two decades of experience serving businesses across this region.

As a multidisciplinary Australian company established in 2001, our expertise spans multiple industries, including manufacturing, energy, and healthcare. Our team of experts has the ability to tackle complex challenges, leveraging their collective knowledge to deliver robust solutions that meet the unique needs of businesses in Tewinga, New South Wales, Australia.

We're committed to building strong relationships with clients through open communication, transparency, and reliability. By operating throughout Australia and being based in Tewinga, New South Wales, Australia, we're uniquely positioned to provide tailored support to local businesses as they navigate the changing landscape of innovation and growth.

At COLETEK, we believe that collaboration is key to driving progress. That's why we work closely with our clients to understand their specific challenges and develop solutions that meet their exact needs. Whether you're looking to streamline operations, improve product quality, or drive new revenue streams, our team of experts has the capabilities to help you achieve your goals.

We take pride in our reputation as a trusted partner for businesses across Tewinga, New South Wales, Australia and beyond. With COLETEK on your side, you can rest assured that you're investing in a long-term strategic partnership that will help you build a better future for your business.