AI & Machine Learning Services for Esmond 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 Esmond 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 Esmond 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 Esmond 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 local business owner or technical decision-maker in Esmond, Victoria, Australia, you understand the importance of partnering with a trusted and reliable company to drive innovation and growth. For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, operating throughout Esmond, Victoria, Australia, and beyond. With our deep roots in Esmond, Victoria, Australia, we take pride in being a locally-tailored partner for businesses seeking expertise in engineering and product development. As your trusted advisor, we provide the capabilities to bring your ideas to life, leveraging our extensive experience in research and development, prototyping, and testing. Our commitment to collaboration and reliability has earned us a reputation as a go-to partner for businesses across Esmond, Victoria, Australia. At COLETEK, we recognize that every business is unique, with distinct challenges and opportunities. That's why we take the time to understand your specific needs, tailoring our approach to optimize your product or service development. Our experts are passionate about combining their skills in engineering, research, and design to create innovative solutions that drive real value for businesses in Esmond, Victoria, Australia. From concept to delivery, COLETEK's multidisciplinary team is dedicated to delivering reliable, cutting-edge, and customized solutions that meet the evolving needs of businesses operating in Esmond, Victoria, Australia. By partnering with us, you can tap into our extensive expertise, leveraging our national reputation as a trusted engineering partner for businesses seeking to stay ahead of the curve. When it comes to supporting local businesses across Esmond, Victoria, Australia, COLETEK has earned its place as a reliable and innovative ally. With a deep understanding of the regional market, we're well-positioned to help you navigate the complexities of product development, research, and engineering. Let us use our knowledge and expertise to help your business thrive in Esmond, Victoria, Australia.