AI & Machine Learning Services for Aratula 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 Aratula 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 Aratula 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 Aratula 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.

COLETEK is a multidisciplinary Australian engineering and product development company established in 2001, with a strong reputation for delivering innovation and reliability to businesses across Aratula, New South Wales, Australia. With a deep understanding of local industries and markets, we proudly serve companies in this region, empowering them to achieve their unique goals.

As a trusted partner in the engineering industry, COLETEK is dedicated to building long-term relationships with our clients, working closely together to develop tailored solutions that meet specific needs. Our team's expertise spans various disciplines, allowing us to tackle complex projects and provide valuable insights throughout the process.

Aratula, New South Wales, Australia has a rich history and a strong economic foundation, driven by diverse industries such as manufacturing, agriculture, and services. COLETEK is committed to supporting these businesses, helping them navigate innovation and technological advancements that can drive growth and prosperity.

We understand the importance of collaboration in today's fast-paced business environment, where companies must be adaptable and nimble to stay ahead. At COLETEK, we believe that our clients' success is directly linked to ours, which is why we prioritize open communication, transparency, and trust throughout every project. Our national reputation for delivering on-time, within-budget, and with exceptional quality sets us apart from others in the industry.

As a reliable partner, COLETEK's engineering capabilities enable us to tackle projects that require strategic thinking, technical expertise, and unwavering dedication. Whether you're an established business looking to drive innovation or a startup seeking guidance on your journey, we're here to support your needs, utilizing our skills and know-how to help achieve remarkable results.