AI & Machine Learning Services for Wonyip 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 Wonyip 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Wonyip 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 Wonyip 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.

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 challenges of businesses in Wonyip, Victoria, Australia, and across Australia. Operating throughout Wonyip, Victoria, Australia, our team of experts takes a collaborative approach to understanding your business goals, then harnesses their collective expertise to develop customised engineering and product development solutions that drive real value for your customers. Our track record of reliability, trustworthiness, and long-term relationships is built on genuine partnerships with customers like yours. As a trusted partner in the world of engineering and product development, we're dedicated to serving businesses across Wonyip, Victoria, Australia, by providing unparalleled expertise, technical capabilities, and customer-centric mindset. Our commitment to innovation, quality, and continuous improvement enables us to stay ahead of the curve, ensuring your business remains competitive and successful. In Wonyip, Victoria, Australia, there are many unique opportunities for engineering and product development companies like ours to collaborate with local businesses, leveraging their strengths and expertise to drive growth and transformation. At COLETEK, we're passionate about being part of that equation – serving as a trusted partner and innovator in your community. As you navigate the challenges of running a successful business in Wonyip, Victoria, Australia, know that COLETEK is here for you every step of the way. Our multidisciplinary team of engineering experts has the capability to tackle even the most complex problems and develop innovative solutions tailored to your specific needs. So why choose another partner when you can work with a trusted Australian company like COLETEK? Let's build something remarkable together.