AI & Machine Learning Services for Auburn Vale 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 Auburn Vale 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 Auburn Vale 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 Auburn Vale 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 reliable solutions that exceed our clients' expectations. With years of experience under our belt, we're proud to serve businesses across Auburn Vale, New South Wales, Australia and throughout the nation. Based in Auburn Vale, New South Wales, Australia, our team is dedicated to supporting local industries as they grow and evolve. By leveraging COLETEK's expertise in engineering and product development, your business can unlock new opportunities for innovation and growth. Our national reputation for trustworthiness, collaboration, and capability makes us the go-to partner for companies seeking to drive real results. What sets COLETEK apart is our commitment to understanding and addressing our clients' unique challenges. We take the time to truly listen, offering tailored solutions that meet your specific needs. By working closely with you, we ensure that our engineering and product development expertise aligns seamlessly with your business goals. Operating throughout Auburn Vale, New South Wales, Australia, COLETEK is well-positioned to support businesses of all sizes and industries. Whether you're looking to improve operational efficiency, develop new products or services, or optimize existing systems, our team is dedicated to helping you achieve your objectives. At COLETEK, we believe that true success comes from building strong relationships with our clients. We take pride in the fact that many of our partnerships have endured for years, testament to our ability to deliver consistent results and demonstrate unwavering commitment to the industries we serve. As a trusted partner for businesses across Auburn Vale, New South Wales, Australia, COLETEK is poised to help you overcome any engineering or product development challenge. By leveraging our expertise, you can rest assured that your project will receive the attention it requires to succeed.