AI & Machine Learning Services for Willurah 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 forWillurah 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 Willurah 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 forWillurah 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.

Empowering Local Businesses in Willurah, Murray & Riverina: COLETEK's Commitment to Community

In the heart of New South Wales, Australia, Willurah, Murray & Riverina is a region steeped in tradition and proud of its rich heritage. Here, local businesses form the backbone of our communities, providing essential services, creating jobs, and driving economic growth. COLETEK understands the importance of supporting this vital network of entrepreneurs, innovators, and hardworking individuals who make our region thrive.

As a trusted Australian company with extensive experience, we're dedicated to helping businesses in Willurah, Murray & Riverina succeed by leveraging our national reach and unwavering commitment to innovation, trust, and local presence. Whether you're looking for guidance on how to navigate the ever-changing landscape of technology or seeking resources to help your business stay ahead of the competition, COLETEK is your reliable partner.

We believe that a strong foundation is built when businesses and communities are aligned. At COLETEK, we take pride in building long-term relationships with our clients, tailoring our support to their unique needs and goals. By understanding the intricacies of local markets and challenges, we're better equipped to provide meaningful solutions that truly make a difference.

COLETEK is more than just a provider of services; we're your neighbors, fellow residents, and passionate advocates for the growth and development of our region. We've earned a reputation as a trusted ally in the business community, boasting a track record of delivering results and exceeding expectations through dedicated support, expert guidance, and cutting-edge technology.

In Willurah, Murray & Riverina, COLETEK is committed to being your go-to partner for building resilience, driving innovation, and fostering growth. Our region deserves the best, and we're here to provide it – one business at a time.