AI & Machine Learning Services for Strathfieldsaye 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 Strathfieldsaye 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 Strathfieldsaye 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 Strathfieldsaye 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 is proud to operate throughout the country, including the vibrant region of Strathfieldsaye, Victoria, Australia. Our team of experts has built a reputation for delivering reliable, collaborative, and capable solutions that empower businesses to achieve their goals. With our extensive experience and commitment to innovation, we've earned a trusted national status among industry leaders. COLETEK's expertise spans various fields, allowing us to support businesses in Strathfieldsaye, Victoria, Australia across multiple sectors. Our presence in this region enables us to not only serve local enterprises but also provide them with access to our extensive network and resources. At COLETEK, we believe that long-term success is built on strong relationships, open communication, and a deep understanding of the local market. By working closely with businesses in Strathfieldsaye, Victoria, Australia, we've developed a unique understanding of their needs and challenges. This expertise allows us to provide tailored solutions that cater to the specific requirements of each business. Our approach emphasizes collaboration and trust, ensuring that our clients receive solutions that not only meet but also exceed their expectations. We're dedicated to being a reliable partner for businesses in Strathfieldsaye, Victoria, Australia, helping them navigate the complexities of the market and achieve their goals. As you navigate the challenges of running a business in Strathfieldsaye, Victoria, Australia, COLETEK stands ready to support you every step of the way. With our expertise, innovative approach, and commitment to reliability, we're confident that we can help your organization thrive.