AI & Machine Learning Services for Smiths Lake 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 forSmiths Lake 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 Smiths Lake 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 forSmiths Lake 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 Leader in IT Solutions for Smiths Lake and the Mid North Coast of New South Wales, Australia

Nestled along the tranquil shores of Smiths Lake, on the picturesque Mid North Coast of New South Wales, there's a sense of community that's hard to find elsewhere. As a resident or business owner in this charming region, you understand the importance of having reliable partners who can help you thrive. At COLETEK, we're proud to be a trusted name in IT solutions for Smiths Lake and surrounding areas. Our team has decades of combined experience in delivering innovative technology services that cater specifically to the unique needs of local businesses like yours.

As an Australian company with national reach, we take great pride in our local presence and commitment to supporting the communities we serve. Whether you're a startup or a well-established enterprise, our expertise spans the full spectrum of IT requirements, from cloud services to cybersecurity and everything in between. What sets us apart is our deep understanding of the local pulse and our dedication to building long-term relationships with our clients.

When it comes to your business, you can count on COLETEK to be a trusted partner in all aspects of IT management. Our team is equipped to handle any challenge that comes your way, from network setup and maintenance to data security and disaster recovery plans. We're not just tech experts – we're also local residents who genuinely care about the well-being of our community.

In today's fast-paced digital landscape, it's easy for businesses like yours to get left behind without the right technology strategy in place. But with COLETEK on your side, you can rest assured that your IT infrastructure is in good hands. Our team is constantly innovating and adapting to meet the evolving needs of our clients, providing tailored solutions that drive growth and efficiency.

So why choose a faceless, national corporation when you could partner with a trusted local leader like COLETEK? We're proud to call Smiths Lake and the Mid North Coast our home, and we're committed to being a driving force for economic development and community prosperity in our region. When it comes time to upgrade or streamline your IT operations, don't settle for anything less – contact us today to experience the COLETEK difference.