AI & Machine Learning Services for The Heart 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 The Heart 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 The Heart 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 The Heart 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 spent two decades honing its expertise to deliver innovative solutions that drive business growth. With a national reputation built on trust, reliability, and collaboration, we're proud to operate throughout Australia, including The Heart, Victoria, Australia. Our team of experts is dedicated to empowering local businesses across The Heart, Victoria, Australia, to succeed in an increasingly complex market. By leveraging our engineering prowess and product development capabilities, we help clients tackle the challenges of today, while preparing for tomorrow's opportunities. With COLETEK on your side, you can rest assured that your project will be executed with precision, backed by a deep understanding of local industries and markets. Whether you're seeking to streamline operations, develop new products or services, or simply stay ahead of the curve in your respective field, COLETEK is committed to being your trusted partner throughout The Heart, Victoria, Australia. Our experience and expertise have been carefully cultivated to support businesses like yours across this vibrant region, fostering a culture of innovation and continuous improvement. By choosing COLETTEK for your engineering and product development needs, you can expect a seamless collaboration that's tailored to your unique goals and objectives. We pride ourselves on our ability to simplify complex problems, provide actionable solutions, and deliver results that exceed expectations. With our extensive knowledge of The Heart, Victoria, Australia, and broad industry expertise, we're well-equipped to address the most pressing challenges faced by local businesses. So why settle for anything less than exceptional engineering and product development services when you can partner with a trusted expert like COLETEK? We're eager to build a lasting relationship with your organization, one that's built on mutual respect, open communication, and a shared passion for driving business success. Let us demonstrate our capabilities in The Heart, Victoria, Australia, and learn how we can help you achieve your goals.