AI & Machine Learning Services for Kings Cross 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 Kings Cross 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 Kings Cross 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 Kings Cross 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.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has been proudly serving businesses across Kings Cross, New South Wales, Australia for nearly two decades. Our trusted national reputation is built on our commitment to delivering exceptional results through innovative thinking, collaboration, and capability. Headquartered in Kings Cross, New South Wales, Australia, we operate throughout the region, providing tailored support to local businesses and industries. Our team of experienced engineers, designers, and developers has a deep understanding of the unique challenges facing organizations in this vibrant area. By leveraging our expertise and utilizing cutting-edge technology, we empower businesses in Kings Cross, New South Wales, Australia to achieve their goals and drive growth. COLETEK's approach is centered on building strong relationships with our clients, understanding their specific needs, and providing tailored solutions that meet those needs. This collaborative process enables us to deliver reliable, efficient, and innovative engineering and product development services that exceed expectations. As a company based in Kings Cross, New South Wales, Australia, we're acutely aware of the importance of effective partnerships between local businesses, government, and community stakeholders. Our experienced team is well-equipped to navigate the complexities of doing business in this dynamic region, ensuring our clients' projects are executed seamlessly. Through our work with businesses in Kings Cross, New South Wales, Australia, COLETEK has developed a strong reputation for delivering high-quality results on time and within budget. Our commitment to collaborative problem-solving, combined with our expertise in engineering and product development, makes us an invaluable partner for organizations seeking to drive innovation and growth. So why choose COLETEK? We're the trusted engineering and product development experts operating throughout Kings Cross, New South Wales, Australia. By working with us, you'll gain access to a multidisciplinary team of experts who will listen carefully, ask insightful questions, and deliver tailored solutions that meet your specific needs.