AI & Machine Learning Services for Steam Plains 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 Steam Plains 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 Steam Plains 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 Steam Plains 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 leader in multidisciplinary engineering and product development, COLETEK has been serving businesses across Steam Plains, New South Wales, Australia for over two decades. Our reputation for reliability, innovation, and collaboration has earned us the trust of organizations nationwide.

From our roots established in 2001, COLETEK has grown into a trusted partner for local businesses, providing expertise that drives growth, efficiency, and profitability. Based in Steam Plains, New South Wales, Australia, we operate throughout regional and metropolitan areas, catering to various industries and sectors.

At COLETEK, we understand the unique challenges facing businesses in Steam Plains, New South Wales, Australia. We take pride in our ability to work closely with local companies, tailoring solutions that meet their specific needs and goals. Our team of experts is committed to delivering top-quality services that empower clients to achieve remarkable results.

As a multidisciplinary engineering and product development company, COLETEK brings an unparalleled depth of knowledge and capability to the table. By harnessing our expertise in engineering, product development, and collaboration, we help businesses in Steam Plains, New South Wales, Australia overcome complex challenges and seize opportunities for growth.

We're proud to have played a vital role in shaping many industries across Steam Plains, New South Wales, Australia. Our people-centered approach, commitment to innovation, and unwavering dedication to excellence have earned us a reputation as trusted partners.

Now, we'd like to invite you to join our ranks of valued clients. If your business is poised for growth, or if you're facing challenges that require innovative solutions, let's connect. Serving businesses across Steam Plains, New South Wales, Australia, and backed by over 20 years of engineering and product development expertise, COLETEK is the trusted partner you can rely on to drive remarkable results.