AI & Machine Learning Services for St James 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 St James 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 St James 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 St James 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 business owner in St James, Victoria, Australia, you know the importance of having reliable partners to help drive your success. At COLETEK, we've been serving businesses across St James, Victoria, Australia since 2001 with our multidisciplinary approach to engineering and product development. As a trusted national player, we've honed our expertise in working closely with clients from various sectors, including those operating within St James, Victoria, Australia. Our commitment to innovation, collaboration, and capability has earned us a reputation for delivering high-quality solutions that meet the unique needs of each business we work with. We take pride in being based in St James, Victoria, Australia, and our team is dedicated to understanding the local market and addressing the specific challenges faced by businesses in the region. Whether you're looking for strategic guidance or technical expertise, COLETEK's multidisciplinary team can help you achieve your goals. We understand that every business operates differently, which is why we focus on building strong relationships with our clients. By working together, we can identify opportunities to improve processes, streamline operations, and drive growth. Our approach has allowed us to establish a trusted presence throughout St James, Victoria, Australia, and beyond. As a reputable engineering and product development company, we've earned the respect of businesses across various industries in the region. When you work with COLETEK, you can rest assured that your project will be handled with professionalism, expertise, and a commitment to delivering outstanding results. If you're looking for a reliable partner to help you overcome challenges or seize opportunities in St James, Victoria, Australia, look no further than COLETEK. Let's work together to build something remarkable – get in touch today!