AI & Machine Learning Services for Berriwillock 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 Berriwillock 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 Berriwillock 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 Berriwillock 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 take pride in being a trusted multidisciplinary Australian engineering and product development company established in 2001. Our reputation for reliability, collaboration, and capability has enabled us to serve businesses across Berriwillock, Victoria, Australia, and throughout the nation. We understand that every organization is unique, which is why we tailor our support to meet your specific needs. As a key player in the Australian industry, COLETEK has built partnerships with numerous local businesses in Berriwillock, Victoria, Australia. Our deep understanding of the region's dynamics enables us to provide insightful solutions that drive growth and improve efficiency. Whether you're seeking tailored engineering services or cutting-edge product development expertise, we're committed to delivering exceptional outcomes. By leveraging our extensive experience and expertise in engineering and product development, COLETEK has established itself as a go-to partner for organizations in Berriwillock, Victoria, Australia. Our team of experts will work closely with you to understand your unique challenges, identify opportunities for improvement, and develop custom solutions that meet your needs. Operating throughout Berriwillock, Victoria, Australia and beyond, COLETEK's collaborative approach has earned us a reputation as a reliable and innovative partner. We pride ourselves on being agile, responsive, and dedicated to providing exceptional support to businesses in our community. At COLETEK, we believe that by working together, we can achieve great things. Whether you're looking for consulting services or expert engineering guidance, we're here to help your business thrive. If you're based in Berriwillock, Victoria, Australia or operating throughout the region, let us support your growth and success.