AI & Machine Learning Services for Duval 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 forDuval 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 Duval 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 forDuval 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.

Empowering Businesses in Duval, Northern Tablelands, New South Wales

In the heart of New South Wales' stunning Northern Tablelands lies the charming town of Duval. As a hub for industry and innovation, it's where the spirit of entrepreneurship thrives. At COLETEK, we're committed to supporting local businesses in this thriving region, ensuring their success and contributing to the area's prosperity.

With a deep understanding of the local landscape and its unique challenges, we've built a reputation as a trusted partner for companies based in Duval and beyond. Our team has extensive experience working with clients across Australia, providing tailored solutions that meet their specific needs. By leveraging our national reach, we can deliver unmatched expertise and resources to aid your business growth.

At COLETEK, we're passionate about fostering strong relationships within the community. As a local presence with a strong connection to Duval's business ecosystem, we're committed to helping you succeed. Our team is dedicated to being an approachable, trusted advisor, providing guidance and support every step of the way.

We believe that innovation is key to driving growth and progress. That's why we're constantly pushing boundaries, staying ahead of the curve, and exploring new opportunities for our clients in Duval. By adopting cutting-edge approaches and leveraging the latest technologies, we empower local businesses to achieve their goals and overcome challenges.

As a locally operated company with national reach, COLETEK is uniquely positioned to support businesses in Duval and beyond. Our commitment to trust, innovation, and community engagement sets us apart from others. Join our family of satisfied clients, and let's work together to create a brighter future for the region.

If you're looking for a trusted partner to help your business thrive in Duval's vibrant entrepreneurial landscape, look no further than COLETEK. With our deep understanding of the local market, national reach, and passion for community engagement, we're the perfect ally for businesses seeking growth and success. Contact Us