AI & Machine Learning Services for Leeville 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 Leeville 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 Leeville 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 Leeville 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.

At COLETEK, we understand the unique challenges faced by businesses in Leeville, New South Wales, Australia, and beyond. Since 2001, our multidisciplinary engineering and product development company has established itself as a trusted partner for organizations seeking to drive innovation and growth across various sectors. Based in Leeville, New South Wales, Australia, we proudly serve clients from the local area and throughout Australia. Our team of experts collaborates closely with businesses to design and deliver tailored solutions that meet their specific needs. By leveraging our extensive experience, cutting-edge capabilities, and proven track record of delivering reliable products and services, we help companies like yours overcome barriers to success. From concept to reality, we partner with you to bring your vision to life. What sets us apart from other engineering and product development companies is our commitment to collaboration, innovation, and reliability. We understand the importance of strong relationships in driving successful projects, and our team members are dedicated professionals who pride themselves on providing exceptional support. Whether you're seeking to develop a new product or service, streamline operations, or boost efficiency, COLETEK's multidisciplinary capabilities make us an ideal partner for businesses operating in Leeville, New South Wales, Australia. Our reputation as a trusted engineering and product development company has been built on our ability to deliver reliable, cost-effective solutions that meet the unique needs of businesses across various sectors. We take pride in serving clients from Leeville, New South Wales, Australia, and throughout Australia who share our passion for innovation and growth. By working together, we can achieve great things. For businesses operating in Leeville, New South Wales, Australia, seeking a trusted partner to help drive growth and success, look no further than COLETEK. Let us put our expertise to work for your organization, empowering you to build something remarkable together.