AI & Machine Learning Services for Tullimbar 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 Tullimbar 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 Tullimbar 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 Tullimbar 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 the heartbeat of industry and commerce in Tullimbar, New South Wales, Australia, local businesses require trusted partners to drive growth, innovation, and job creation. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on reliability, collaboration, and capability, we've earned the trust of clients across Tullimbar, serving businesses that are the backbone of this vibrant community. Our team of experts has a deep understanding of the unique challenges facing local industries in Tullimbar, including agriculture, manufacturing, construction, and more. By leveraging our expertise in engineering, product development, and technical problem-solving, we empower our clients to improve operational efficiency, reduce costs, and enhance their competitive edge. Based in Tullimbar, New South Wales, Australia, we operate throughout the region, providing bespoke solutions tailored to the specific needs of each business. At COLETEK, we're committed to delivering value-driven engineering and product development services that meet the evolving demands of our clients across Tullimbar, New South Wales, Australia. By fostering strong relationships with local businesses and understanding their goals, challenges, and aspirations, we unlock innovative opportunities for growth, collaboration, and mutual success. As a trusted partner for businesses in Tullimbar, New South Wales, Australia, COLETEK is dedicated to supporting the region's economic development and ensuring the continued prosperity of its entrepreneurial spirit. When you need a reliable engineering solutions provider that understands your unique needs and challenges, look no further than COletek.