AI & Machine Learning Services for Duffy 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 Duffy 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 Duffy 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 Duffy 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 Duffy, Australian Capital Territory, with our trusted expertise in engineering and product development.

As a multidisciplinary company established in 2001, we've earned a reputation for innovation and reliability that spans the nation. Our team of specialists operates throughout Australia, delivering tailored solutions that meet the unique needs of local businesses like those found in Duffy, Australian Capital Territory.

We're more than just a consulting firm – we partner with our clients to build long-lasting relationships based on trust, collaboration, and mutual understanding. By working together, we can break down technical barriers and unlock new opportunities for growth and improvement.

Whether your organization is looking to launch a new product, optimize processes, or tackle complex engineering challenges head-on, we're here to support you every step of the way. Our expertise spans multiple domains, ensuring that our solutions are comprehensive, effective, and aligned with the specific needs of your business in Duffy, Australian Capital Territory.

At COLETEK, we don't just deliver solutions – we're constantly evolving and innovating to stay ahead of the curve. We're based in Duffy, Australian Capital Territory, and operate throughout Australia, with a presence that's dedicated to serving businesses like yours.

In today's fast-paced business environment, you need a trusted partner who can help you navigate complexity and uncover new opportunities for growth. That's exactly what we do at COLETEK – and why our clients in Duffy, Australian Capital Territory rely on us time and time again.