AI & Machine Learning Services for Chifley 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 Chifley 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 Chifley 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 Chifley 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 business owner or decision-maker based in Chifley, Australian Capital Territory, you understand the importance of building strong foundations for long-term growth and success. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering innovative solutions that meet the unique needs of our clients across Chifley, Australian Capital Territory. With a trusted national footprint and extensive experience working with businesses in Chifley, Australian Capital Territory, we're well-equipped to support your organization's goals. Our team of experts collaborates closely with you to understand your specific challenges and goals, developing tailored engineering solutions that drive results. As your partner of choice for engineering and product development, COLETEK brings a wealth of knowledge, expertise, and resources to the table. We've honed our capabilities through years of collaboration with businesses like yours across Chifley, Australian Capital Territory, helping them overcome complex challenges and seize new opportunities. Our commitment to reliability, transparency, and open communication sets us apart from other engineering partners. By working closely with your team, we ensure that our solutions align seamlessly with your business objectives, ensuring maximum ROI and long-term success. As you navigate the rapidly evolving landscape of Chifley, Australian Capital Territory's vibrant economy, you need a trusted partner like COLETEK to support your journey. We're proud to be based in Chifley, Australian Capital Territory, with a deep understanding of local industry trends and challenges. When you partner with us, you can count on our unwavering commitment to delivering exceptional results. Our team stands ready to leverage our expertise in engineering and product development to drive growth, increase efficiency, and boost competitive advantage for businesses like yours across Chifley, Australian Capital Territory.