AI & Machine Learning Services for Berringa 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 Berringa 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 Berringa 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 Berringa 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've been proudly serving businesses across Berringa, Victoria, Australia and throughout the country since our inception in 2001. As a multidisciplinary Australian engineering and product development company, we're uniquely equipped to tackle complex challenges collaboratively with local business owners and technical decision-makers like you. Based in Berringa, Victoria, Australia, COLETEK is deeply rooted in the regional community, allowing us to understand the distinct needs and opportunities presented by this region. We've built a trusted national reputation on our ability to empower businesses of all sizes and industries to achieve their goals through innovative engineering solutions and product development expertise. Whether you're looking to launch a new product, streamline operations, or solve a pressing technical challenge, COLETEK is dedicated to providing customized support that addresses your specific needs. Our team has a proven track record of delivering reliable, high-quality work that exceeds expectations – even in the most demanding environments. Operating throughout Berringa, Victoria, Australia and beyond, we've had the privilege of working alongside local businesses, helping them overcome obstacles and seize new opportunities. By leveraging our cutting-edge engineering expertise, market intelligence, and industry connections, we can help you navigate the complexities of modern business, so you can focus on what matters most – your core operations and growth. COLETEK is more than just a product development partner; we're a trusted ally, working closely with local businesses to build meaningful relationships and drive lasting success. So why choose COletek? Because we're experts in our field, committed to innovation, and dedicated to delivering results that exceed expectations – all from the heart of Berringa, Victoria, Australia.