AI & Machine Learning Services for Jackadgery 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 Jackadgery 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 Jackadgery 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 Jackadgery 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've been serving businesses across Jackadgery, New South Wales, Australia for over two decades, providing innovative and reliable engineering solutions that help local companies thrive. As a multidisciplinary Australian engineering and product development company established in 2001, we bring unparalleled expertise and capability to the table. Our team is dedicated to partnering with organizations throughout Jackadgery, supporting their growth and success through our trusted reputation and collaborative approach. Our engineers, designers, and project managers are seasoned experts in a range of industries, from manufacturing and infrastructure to agriculture and beyond. By leveraging our collective knowledge and problem-solving skills, we empower local businesses like yours to overcome challenges, capitalize on opportunities, and achieve their goals. What sets us apart is our commitment to reliability, collaboration, and capability. We understand the unique needs and requirements of Jackadgery's business community and adapt our services accordingly. Our solutions are tailored to meet the distinct demands of each client, ensuring seamless integration with existing operations and systems. We're proud to have earned a reputation as one of Australia's leading engineering and product development companies, serving businesses across this wonderful region and nationwide. Our people, processes, and technology enable us to deliver exceptional results for clients in Jackadgery, New South Wales, Australia and beyond. So why turn to COLETEK for your engineering needs? Quite simply, our blend of experience, innovation, and trusted reputation makes us the partner of choice for forward-thinking organizations seeking reliable solutions that drive growth and profitability. And as a part of this community ourselves, we're deeply committed to contributing back through meaningful partnerships and initiatives that benefit Jackadgery's thriving business ecosystem.