AI & Machine Learning Services for Old Mill 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 forOld Mill 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 Old Mill 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 forOld Mill 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.

Sustainable Business Growth in Old Mill, North West Slopes, New South Wales, Australia

Located at the heart of the picturesque Old Mill community, on the North West Slopes of New South Wales, Australia, COLETK is a trusted Australian company dedicated to supporting local businesses and communities. As we take pride in our national reach, we're uniquely positioned to understand the distinct needs of the area.

With its rich history, natural beauty, and rustic charm, Old Mill offers a fantastic opportunity for entrepreneurs and small businesses to thrive. However, navigating the complexities of modern business operations can be daunting without the right guidance. That's where COLETK comes in – our experienced team is committed to providing tailored support, empowering local businesses to achieve their goals.

As a locally present company with a national scope, COLETK has developed a deep understanding of the challenges and opportunities facing businesses in Old Mill. We're passionate about fostering strong connections within our community, recognizing that local successes are essential for regional growth.

At COLETK, we prioritize trust, innovation, and collaboration to deliver exceptional results. By leveraging cutting-edge technology and industry insights, we help local businesses stay ahead of the curve, build lasting relationships, and drive prosperity in the region. Our team is dedicated to being a trusted partner for Old Mill's entrepreneurs, providing expert guidance that aligns with their unique needs.

As COLETK continues to strengthen its presence in the area, we're committed to making a positive impact on our local community. By investing time and resources into supporting small businesses, regional development initiatives, and community programs, we aim to inspire confidence and prosperity throughout Old Mill.