AI & Machine Learning Services for Pomona 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 Pomona 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 Pomona 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 Pomona 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 heart of the Northern Rivers, Poumona's unique blend of natural beauty and industrial heritage presents a fascinating combination of challenges and opportunities for local businesses. For over two decades, COLETEK has been at the forefront of innovative engineering and product development in Australia, trusted by clients from diverse sectors across the nation.

Founded in 2001, our multidisciplinary company brings together experts spanning various disciplines – mechanical, electrical, electronic, and software engineering among others. From Pomona to urban centers nationwide, we operate at the cutting edge of technology, delivering tailored solutions that enhance operations efficiency, drive revenue growth, and ensure long-term competitiveness.

In the context of Pomona, New South Wales, Australia, our mission is to empower local businesses to thrive in an ever-evolving market. By drawing on our extensive expertise and collaborating with clients from this iconic region, we're well-positioned to support Pomona's ongoing transformation into a thriving commercial hub.

COLETEK prides itself on the reliability it brings to projects across diverse industries. From conception to deployment, our teams work closely together – and with your organization – to develop customized solutions that meet unique requirements, drive productivity gains, and mitigate risks. As you navigate the Pomona landscape, rely on COLETEK's engineering prowess to overcome obstacles, seize opportunities, and build a sustainable future for your business.

When seeking trusted advisors for product development or process improvement initiatives in Pomona, New South Wales, Australia, choose partners who share your passion for innovation. Our commitment to collaborative problem-solving, rigorous engineering practices, and unwavering support has earned us recognition throughout Australia's corporate landscape. As you embark on new challenges in this vibrant region, COLETEK stands ready to contribute its expertise and capabilities to help you achieve remarkable results.