AI & Machine Learning Services for Ulan 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 Ulan 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Ulan 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 Ulan 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.

In the heart of the Australian outback, lies the community-driven town of Ulan, nestled in the beautiful New South Wales countryside. As a multidisciplinary engineering and product development company established in 2001, COLETEK is dedicated to fostering growth and innovation throughout this region.

Boasting an impressive track record of delivering reliable solutions for businesses across Ulan, New South Wales, Australia and throughout the country, our team at COLETEK prides itself on its collaborative approach, ensuring seamless integration with your existing operations. Through our tailored engineering and product development expertise, we empower local entrepreneurs to overcome industry-specific challenges.

As a trusted national player in the field of engineering and product development, we are uniquely positioned to support businesses in Ulan, New South Wales, Australia, as well as those operating throughout the country. Our expertise spans across various sectors, from manufacturing to construction, and our capabilities make us an ideal partner for small and medium-sized enterprises seeking to enhance their competitiveness.

At COLETEK, we take pride in our ability to adapt to diverse industry landscapes, tailoring our approach to meet the specific needs of each organization. Whether it's enhancing operational efficiency, streamlining processes, or designing innovative products, we are committed to helping our clients achieve their goals.

As a locally-based company serving businesses across Ulan, New South Wales, Australia, we understand the importance of establishing strong relationships with local stakeholders and fostering meaningful connections within the community. Our presence in this region enables us to respond quickly to changing market conditions and work closely with regional partners, ensuring that our solutions remain relevant and effective.

If you're looking for a trusted partner capable of delivering exceptional results, look no further than COLETEK. We would be delighted to discuss how our engineering and product development expertise can benefit your Ulan, New South Wales, Australia-based business or organization.