AI & Machine Learning Services for Sunshine 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 Sunshine 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 Sunshine 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 Sunshine 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.

Located in the heart of Sunshine, New South Wales, Australia, COLETEK is a trusted name in engineering and product development with over two decades of experience. Our multidisciplinary team has earned a reputation nationwide for delivering innovative solutions that empower businesses to thrive.

Serving businesses across Sunshine, New South Wales, Australia, we pride ourselves on building long-term relationships based on trust, reliability, and collaboration. With our expertise in engineering and product development, we help local companies adapt to the ever-changing market, leveraging cutting-edge technology to stay ahead of the curve.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, offering a unique blend of technical expertise and business acumen. Our comprehensive approach ensures that our clients receive tailored support, from initial concept through to production and delivery. We operate throughout Australia, including Sunshine, New South Wales, Australia, providing local businesses with access to world-class capabilities.

When it comes to delivering complex projects on time, within budget, and exceeding expectations, we stand out as a leader in our industry. Our team brings together experts from various disciplines to tackle the most pressing challenges, leveraging their expertise to drive innovation and growth for our clients in Sunshine, New South Wales, Australia.

At COLETEK, we take pride in our reputation for delivering innovative solutions that meet the needs of businesses in Sunshine, New South Wales, Australia. We stand ready to collaborate with local companies, from entrepreneurs to large corporations, to bring fresh ideas and bold visions to life. Let us show you how our expertise can benefit your organization.