AI & Machine Learning Services for Keepit 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 Keepit 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 Keepit 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 Keepit 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 the heartland of rural New South Wales, Keepit is a thriving community that is home to many innovative businesses. At COOLETEK, we recognize the importance of supporting local businesses and helping them thrive. With over 20 years of experience in engineering and product development, our team has built a reputation as trusted partners for organizations across Australia. As a multidisciplinary company established in 2001, COLETEK prides itself on its ability to bring together experts from various fields to deliver innovative solutions. We take pride in being Australian-owned and operated, which allows us to understand the unique challenges and opportunities that face businesses like yours. By serving businesses across Keepit, New South Wales, Australia and beyond, we demonstrate our commitment to reliability, collaboration, and capability. Throughout our history, we've had the privilege of working with clients from a wide range of industries. This breadth of experience enables us to approach problems from multiple perspectives, ensuring that our solutions are tailored to meet your specific needs. By combining expert knowledge with a passion for innovation, we empower businesses like yours to achieve their goals. Based in Keepit, New South Wales, Australia, we're well-positioned to support the growing business community here. Our close proximity allows us to engage regularly with local clients, fostering long-term relationships built on trust and mutual understanding. And yet, our national presence enables us to scale our services seamlessly to meet the needs of larger organizations. At COLETEK, we believe that successful partnerships are built on a foundation of open communication, shared goals, and a commitment to delivering exceptional results. By working together, we can create something truly remarkable that drives your business forward. As your trusted engineering and product development partner in Keepit, New South Wales, Australia, give us the opportunity to demonstrate our capabilities and help you achieve greatness.