AI & Machine Learning Services for Porters Creek 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 Porters Creek 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 Porters Creek 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 Porters Creek 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 the year 2001, COLETEK has built a reputation for delivering innovative solutions that transform industries. Operating throughout Australia, including local communities like Porters Creek, New South Wales, we are dedicated to empowering businesses across various sectors to thrive.

With over two decades of experience working with clients from diverse backgrounds, we've honed our expertise in engineering and product development to bring new products and services to market efficiently. Our commitment to collaboration, reliability, and capability has earned us the trust of numerous Australian businesses, from start-ups to established brands.

In Porters Creek, New South Wales, Australia, and across the country, COLETEK is well-positioned to support local enterprises in their pursuit of growth. Leveraging our collective knowledge and expertise, we enable businesses to optimize their operations, improve efficiency, and capitalize on emerging trends. Whether you're launching a new product, expanding your offerings, or seeking to streamline processes, our multidisciplinary team has the skills and resources necessary to help you achieve your goals.

At COLETEK, we take pride in being trusted engineers who put our clients' needs at the forefront of everything we do. Our passion for innovative problem-solving and market intelligence enables us to stay ahead of the curve, ensuring that the solutions we deliver are relevant, effective, and meet evolving business demands.

We're proud to have made a lasting impact in the lives of countless Australian businesses during our nearly two-decade history. Now, we invite you to join forces with us in Porters Creek, New South Wales, Australia, as we shape the future together. We're eager to apply our collective expertise and experience to drive growth, innovation, and prosperity for local enterprises of all sizes.