AI & Machine Learning Services for Paterson 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 forPaterson 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 Paterson 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 forPaterson 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.

Paterson, Lower Hunter Valley: Your Partner for Business Growth and Success

Located in the heart of Paterson, Lower Hunter Valley, New South Wales, Australia, COLETEK is a trusted Australian company dedicated to supporting local businesses and communities. Our team understands the unique challenges and opportunities that come with operating a business in this picturesque region.

If you're looking for a reliable partner to guide your business through the highs and lows of the market, you've found the right place. With extensive experience and national reach, COLETEK is well-equipped to provide tailored solutions that meet the specific needs of Paterson-based businesses.

We take pride in our ability to connect with local entrepreneurs and decision-makers, understanding the nuances of operating a business in Paterson's Lower Hunter Valley. Our team is passionate about helping businesses like yours thrive and grow, supporting job creation and community development along the way.

As a trusted company at the forefront of innovation, we are committed to delivering exceptional results that exceed our clients' expectations. Whether you're just starting out or looking to scale your business, rest assured that COLETEK is dedicated to being your go-to partner for all things Paterson and Lower Hunter Valley.

With a deep understanding of the regional market dynamics, our experts work closely with local businesses to identify opportunities, overcome challenges, and drive growth. By leveraging our national reach and expertise, we help businesses in Paterson and beyond achieve their full potential.