AI & Machine Learning Services for Riverside 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 forRiverside 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 Riverside 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 forRiverside 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.

A Local Presence for Riverside Businesses: COLETEK's Commitment to Mid North Coast

In the scenic town of Riverside, nestled within the picturesque Mid North Coast region of New South Wales, Australia, local businesses and entrepreneurs rely on trusted partners to drive growth and development. As a forward-thinking company with a long history of national presence, COLETEK proudly calls this area home.

Our roots in Riverside and the surrounding communities have enabled us to form meaningful connections and understanding of the unique challenges and opportunities that define this region. By being deeply ingrained in the fabric of these neighborhoods, we have developed a profound appreciation for the hardworking individuals and families who make the Mid North Coast such an amazing place to live and work.

COLETEK's presence is not just a physical address – it's a symbol of our commitment to empowering local businesses and fostering a sense of community. As trusted advisors, we take pride in navigating the complexities of the modern business landscape and delivering tailored solutions that prioritize your success. By having experts based locally, you can rest assured knowing they understand the rhythm and pulse of Riverside and the wider Mid North Coast area.

At COLETEK, we've earned our reputation as a trusted Australian company by consistently demonstrating innovation, reliability, and dedication to excellence. We've built strong relationships with business leaders and residents alike, recognizing the importance of collaboration and mutual support in driving meaningful economic growth and development.

In Riverside, you'll find us actively engaged in various initiatives that promote entrepreneurship, drive social cohesion, and foster a thriving local economy. By investing our time, resources, and expertise, we aim to make a lasting impact on the community – an endeavor fueled by our deep passion for the people and places that make this region so special.

In conclusion, as you navigate the ever-changing landscape of business in Riverside and the Mid North Coast, we invite you to explore the possibilities with COLETEK. Leverage our expertise, built on years of experience and national reach, to elevate your organization's performance, drive growth, and achieve your vision for a brighter future.

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