AI & Machine Learning Services for Mount Druitt Village 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 for Mount Druitt Village 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 Mount Druitt Village 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 for Mount Druitt Village 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.

Located in the heart of New South Wales, Australia, Mount Druitt Village is a thriving business community with a rich history and diverse economy. As a leading multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that drive success for businesses across Mount Druitt Village, New South Wales, Australia. With over two decades of experience, our team of experts possesses the knowledge, skills, and expertise to support local entrepreneurs, start-ups, and established companies alike. We've honed our capabilities through numerous collaborations with businesses from diverse sectors, including manufacturing, healthcare, education, and many more. Our portfolio spans various industries, reflecting our passion for addressing unique challenges through tailored solutions. As a trusted national company operating throughout Australia, COLETEK has the infrastructure, capabilities, and resources to cater to the distinct needs of business owners in Mount Druitt Village. We partner with local businesses to develop products, technologies, and processes that fuel growth, enhance efficiency, and improve profitability. Our commitment to reliability and collaboration means you can count on us for reliable engineering solutions that support your business objectives. At COLETEK, we take pride in our capacity to understand the intricacies of your operation and design bespoke solutions that address specific pain points. With our multidisciplinary team's collective expertise, we leverage cutting-edge technologies and innovative thinking to drive success across industries. From concept to reality, we guide you through every stage of the development process, ensuring seamless integration with existing systems and minimizing downtime. When it comes to supporting businesses in Mount Druitt Village, New South Wales, Australia, we understand that each client has unique requirements and goals. That's why we focus on building strong relationships and fostering a culture of collaboration to deliver tailored solutions that exceed expectations. As your trusted partner for engineering and product development needs, COLETEK stands ready to support your business in achieving its full potential.