AI & Machine Learning Services for Katoomba 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 forKatoomba 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 Katoomba 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 forKatoomba 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.

Solid Ground in Katoomba, Sydney & Surroundings: COLETEK's Commitment to Excellence

Located in the heart of Katoomba, Sydney & Surroundings, New South Wales, Australia, we at COLETEK are proud to call this beautiful region home. For years, our team has been dedicated to providing exceptional support to local businesses and communities, fostering growth and prosperity throughout the area. With our finger on the pulse of the thriving Katoomba, Sydney & Surroundings economy, we understand the unique challenges and opportunities that come with operating a business in this picturesque corner of Australia. As a trusted Australian company, COLETEK has earned its reputation for reliability, creativity, and unwavering commitment to excellence. With our national reach, we've had the privilege of working alongside businesses from diverse sectors, empowering them to achieve their goals and thrive in an ever-evolving climate. Our presence in Katoomba, Sydney & Surroundings is not just a physical one – our team members are actively involved in supporting local initiatives, collaborating with community leaders, and advocating for the continued growth and development of the region's entrepreneurial ecosystem. At COLETEK, we're passionate about harnessing innovation to drive progress. We believe that by combining cutting-edge technology, forward-thinking strategies, and a deep understanding of local market dynamics, businesses in Katoomba, Sydney & Surroundings can overcome any obstacle, seize new opportunities, and ultimately flourish. Our dedication to nurturing the unique strengths and character of this region is unwavering – we're committed to being a trusted ally for every business looking to make its mark. So why partner with COLETEK? By tapping into our expertise, you'll gain access to comprehensive support tailored to your specific needs, backed by the stability and integrity that come from working with an established Australian company. When you choose to do business with us, you can be confident that you're getting more than just a service provider – you're gaining a strong local ally who will have your back every step of the way. If you're looking for a trusted partner to help you achieve your goals in Katoomba, Sydney & Surroundings, look no further. At COLETEK, we're here to support your business and contribute to the continued success of our beloved region. We invite you to join us on this journey – let's get started today! Contact Us