AI & Machine Learning Services for Barrakee 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 Barrakee 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 Barrakee 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 Barrakee 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.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation as a trusted partner for businesses across Barrakee, Victoria, Australia, and throughout the country.

Your business is unique, with its own set of challenges and opportunities. At COLETEK, we take pride in listening closely to your needs and offering tailored engineering and product development solutions that drive results. With expertise spanning multiple disciplines, our team excels at bridging gaps between technical requirements and practical implementation. Whether you're seeking innovative design concepts, advanced testing and validation services, or expert project management, we're here to support your success.

We understand the importance of collaborating with regional businesses like yours in Barrakee, Victoria, Australia, where community ties are strong and local support is essential. Our commitment to fostering long-term relationships with our clients means that you can count on us for continuity, reliability, and flexibility throughout your project lifecycle. By partnering with COLETEK, you'll gain access to the resources, expertise, and trustworthiness needed to overcome complex engineering and product development challenges.

We're not just a national company; we're deeply rooted in Australian soil. Our team is dedicated to serving businesses across Barrakee, Victoria, Australia, and throughout the country, with unwavering commitment to quality, reliability, and customer satisfaction. By choosing COLETEK for your engineering and product development needs, you can trust that you'll be working with a reputable partner who truly understands your unique goals and aspirations.

At COLETEK, we believe in building strong relationships by delivering on our promises and exceeding expectations. If you're looking to elevate your business in Barrakee, Victoria, Australia, or anywhere else across this great country, let's start a conversation about how we can help take your project to the next level.