AI & Machine Learning Services for Goolhi 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 Goolhi 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 Goolhi 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 Goolhi 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 a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is deeply rooted in the country's industrial heartbeat. With an unwavering commitment to innovation and reliability, we have earned a reputation as a trusted partner for businesses across Goolhi, New South Wales, Australia.

Based in Goolhi, New South Wales, Australia, our team of experts operates throughout Australia, staying abreast of the latest technological advancements and industry trends. This allows us to develop tailored solutions that cater to the unique needs of local businesses like yours.

With over two decades of experience in product development and engineering, we have consistently demonstrated a knack for collaboration and adaptability. Our ability to understand our clients' vision and turn it into reality has earned us a spot as one of Australia's most reputable engineering and product development companies.

We are dedicated to fostering long-term relationships with local businesses in Goolhi, New South Wales, Australia, providing them with access to cutting-edge technologies, industry expertise, and unparalleled support. Our team is passionate about helping companies like yours stay ahead of the competition by developing innovative products and solutions that meet their specific challenges.

We understand that every business in Goolhi, New South Wales, Australia has unique requirements and goals. That's why we take the time to listen attentively, ask thoughtful questions, and work closely with our clients to deliver solutions that exceed their expectations.

COLETEK prides itself on its capability to tackle complex projects, leveraging the latest engineering tools and methodologies. Whether you're looking to bring a new product to market or optimize an existing process, we will work tirelessly alongside your team to ensure success.