AI & Machine Learning Services for Trunkey Creek 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 Trunkey Creek 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 Trunkey Creek 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 Trunkey Creek 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 trusted national reputation, COLETEK has been serving businesses across Trunkey Creek, New South Wales, Australia since 2001. Our multidisciplinary approach to engineering and product development sets us apart as we operate throughout Australia, working closely with local businesses to deliver innovative solutions that meet their unique needs. At COLETEK, we take pride in our expertise, built through years of collaboration with some of the most reputable companies across industries. Our comprehensive capabilities encompass a broad spectrum of services, providing your business with the reliability and confidence it demands in today's fast-paced market. Whether you're based in Trunkey Creek, New South Wales, Australia or operating out of another region, we work hand-in-hand with our clients to ensure seamless integration of their engineering and product development needs. In Trunkey Creek, New South Wales, Australia, COLETEK has built a strong reputation for fostering long-term relationships. By combining world-class expertise with an unparalleled understanding of local markets, we empower businesses to achieve their goals and succeed in their respective industries. Our commitment to innovation sets us apart from other engineering and product development companies, allowing our clients to enjoy the benefits of cutting-edge technologies that drive growth and prosperity. At COLETEK, we believe that every business deserves a reliable, dedicated partner to support its most critical needs. From concept design to product launch, and beyond, our team's comprehensive capabilities enable us to deliver tailored solutions that meet the unique demands of businesses operating in Trunkey Creek, New South Wales, Australia. If you're looking for a trusted engineering and product development partner based in Trunkey Creek, New South Wales, Australia, look no further than COLETEK. Let's build something remarkable together, from concept to reality. Let’s give your business the edge it needs to succeed.