AI & Machine Learning Services for Nerrina 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 Nerrina 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 Nerrina 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 Nerrina 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.

COLETEK is committed to empowering businesses across Nerrina, Victoria, Australia and beyond with cutting-edge engineering and product development expertise. Since our establishment in 2001 as a multidisciplinary Australian company, we've built a reputation for delivering reliable, collaborative solutions that drive exceptional results. Located in the heart of Nerrina, Victoria, Australia, COLETEK is perfectly poised to support local businesses looking to innovate, expand, or optimize their operations. Our team of seasoned engineers and product developers has years of hands-on experience working with organizations across various industries. This diverse background allows us to bring outside-the-box thinking and creative problem-solving skills to every project we take on. COLETEK's unique value proposition is rooted in our ability to understand the complexities and challenges faced by organizations operating throughout Nerrina, Victoria, Australia. We know that every business has its own unique set of circumstances, which is why we take a personalized approach to product development and engineering. This means you'll receive tailored solutions that meet your specific needs and goals. When it comes to partnering with COLETEK, you can trust that our multidisciplinary team will work closely with yours to build innovative products and services that drive tangible outcomes. Our collaborative approach ensures seamless communication, timely completion of projects, and a deep understanding of the industry-specific challenges YOU face. If you're looking for a trusted partner to help your Nerrina, Victoria, Australia-based business succeed in today's fast-paced market, look no further than COLETEK. Let us put our skills, expertise, and knowledge at your disposal. Together, we can overcome any obstacle and build something truly remarkable.