AI & Machine Learning Services for Weelong 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 Weelong 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 Weelong 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 Weelong 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 has built a reputation for delivering innovative solutions that drive business growth. We're proud to have supported companies throughout Australia, including those based in Weelong, New South Wales, Australia. Our team of experts understands the unique challenges faced by businesses in this region and is committed to helping them overcome these hurdles. At COLETEK, we take pride in our ability to collaborate closely with clients to understand their needs and develop tailored solutions. With a strong foundation in engineering and product development, we've helped numerous businesses across Weelong, New South Wales, Australia achieve their goals. Whether you're looking to improve operational efficiency, enhance product safety, or drive innovation, we have the capabilities to help. With over two decades of experience supporting Australian industries, COLETEK has built a portfolio that showcases our expertise in areas such as mechanical design, electrical engineering, and system integration. Our commitment to reliability, quality, and customer service sets us apart from other engineering and product development companies operating throughout Weelong, New South Wales, Australia. We're not just about providing technical solutions – we're dedicated to helping businesses thrive. By partnering with COLETEK, you'll gain access to our team of experts who are passionate about delivering results that meet your unique needs. We'll work closely with you to understand your challenges and develop strategies that drive success. At COLETEK, we're proud to be part of the Australian engineering and product development landscape. With a strong presence in Weelong, New South Wales, Australia, and throughout the country, we're well-equipped to support businesses of all sizes and industries. By choosing COLETEK, you'll benefit from our national reputation for reliability, innovation, and quality.