AI & Machine Learning Services for Ingleburn 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 Ingleburn 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 Ingleburn 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 Ingleburn 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 multifaceted Australian engineering and product development company founded in 2001, COLETEK has built a stellar reputation as a trusted partner for businesses across the country. And right here in Ingleburn, New South Wales, Australia, we're uniquely positioned to help local entrepreneurs and established organizations alike tackle even the most complex challenges. With our deep roots in innovation and engineering expertise, we've honed a knack for understanding local markets like Ingleburn's, where businesses are constantly evolving to stay ahead of the curve. As such, COLETEK is dedicated to supporting homegrown success stories by providing cutting-edge solutions that drive growth, streamline operations, and propel innovation forward. At COLETEK, we take pride in our multidisciplinary approach, combining engineering know-how with a keen eye on market trends and customer needs. By integrating diverse disciplines like product development, mechanical engineering, and systems integration, we deliver game-changing results that empower local businesses to thrive across Ingleburn, New South Wales, Australia. Operating throughout the region, COLETEK has developed a reputation for reliability, collaboration, and sheer capability – essential qualities for addressing the diverse needs of Ingleburn's vibrant business community. Whether you're seeking expert engineering advice or require customized product development solutions tailor-made for your unique challenges, we've got you covered, right here in Ingleburn, New South Wales, Australia. Our commitment to excellence extends beyond our expertise to the relationships we build with local businesses and stakeholders across the region. By fostering open communication, trust, and mutual understanding, COLETEK works closely with clients to co-create innovative solutions that drive tangible results and propel growth. Join forces with COletek as your trusted partner in Ingleburn, New South Wales, Australia, and let's unlock the full potential of your business together!