AI & Machine Learning Services for Carrawabbity 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 Carrawabbity 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 Carrawabbity 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 Carrawabbity 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 is proud to serve businesses across Carrawabbity, New South Wales, Australia, providing dependable engineering and product development solutions that drive growth and success. With a rich history dating back to our establishment in 2001, we've developed a reputation as a trusted partner for companies seeking innovative and effective solutions.

Our multidisciplinary team of experts is dedicated to collaborating with local businesses like yours in Carrawabbity, New South Wales, Australia, and across the country. We understand the unique challenges and opportunities that come with operating in this region, and we're committed to helping you overcome them through our expertise and capabilities.

From concept development to product launch, Coletek's proven track record of reliability and innovation has earned us a reputation as one of Australia's leading engineering and product development companies. Our experience spans multiple industries and domains, allowing us to adapt and respond effectively to the evolving needs of businesses in Carrawabbity, New South Wales, Australia.

We're passionate about building long-term relationships with our clients, understanding their unique challenges, and developing tailored solutions that meet their specific needs. By partnering with Coletek, you can leverage our collective expertise, streamline your operations, and accelerate your business growth.

In Carrawabbity, New South Wales, Australia, we're committed to delivering exceptional results that exceed expectations. Whether you're seeking innovative product design, process optimization, or engineering consulting services, Coletek is uniquely positioned to support your business goals through our engineering and product development capabilities.