AI & Machine Learning Services for Sextonville 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 Sextonville 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 Sextonville 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 Sextonville 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.

Innovative engineering at its finest. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has earned a trusted national reputation for delivering reliable solutions that drive business success. Whether you're located in Sextonville, New South Wales, Australia or anywhere across the country, our expert team is committed to supporting your operations with tailored engineering expertise.

As a locally based operation, we understand the unique challenges faced by businesses in Sextonville, New South Wales, Australia and surrounding areas. That's why we're dedicated to providing multidisciplinary engineering solutions that meet the specific needs of our regional clients. Drawing on years of industry experience and expertise, our team collaborates closely with businesses across Sextonville, New South Wales, Australia to develop innovative products, systems, and processes that drive competitiveness.

With a national presence and extensive operational capabilities, COLETEK is well-equipped to support the diverse needs of businesses throughout Sextonville, New South Wales, Australia. Our collaborative approach enables seamless integration with existing operations, ensuring minimal disruption to your day-to-day activities. By partnering with us, you can rely on our expertise in product development, engineering solutions, and technical support.

At COLETEK, we're committed to delivering exceptional results that exceed expectations. Our team's collective expertise spans a range of industries and sectors, ensuring that we bring the right perspective and knowledge to every project. Whether you're looking to develop new products, improve existing processes, or tackle complex engineering challenges, our solutions-driven approach will help drive your business forward.