AI & Machine Learning Services for Drouin 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 Drouin 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 Drouin 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 Drouin 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 business owner or technical decision-maker based in the charming town of Drouin, Victoria, Australia, you're constantly seeking reliable partnerships to drive growth and innovation. At COLETEK, we've been supporting local businesses just like yours for over two decades, providing top-notch engineering and product development expertise that can be applied across various industries. With our headquarters firmly established in Drouin, Victoria, Australia, we have the unique ability to cater to the specific needs of your business. Our multidisciplinary team comprises experienced engineers and developers who possess in-depth knowledge of diverse sectors. This allows us to bring a collaborative approach to each project, understanding your distinct challenges and aspirations. As a nationally recognized engineering and product development company, since our inception in 2001, we've honed our skills by working with various businesses throughout Australia. Our team's dedication to staying at the forefront of industry trends ensures that you receive cutting-edge solutions tailored to meet your exact needs. By partnering with COLETEK, you tap into this wealth of knowledge and expertise, allowing your organization to accelerate its progress. We understand the importance of building strong, long-lasting relationships with our clients. Our team is committed to developing a deep understanding of your business goals and constraints. This synergy enables us to create innovative engineering solutions and products that are tailored specifically to help you overcome challenges and seize opportunities. Whether you're looking to improve existing processes or develop new products, our multidisciplinary engineers will work closely with you to ensure the best possible outcome. For businesses operating throughout Drouin, Victoria, Australia, we're proud to offer a trusted partner for your engineering and product development needs. Leveraging our expertise, reliability, and collaborative approach, you can confidently scale your operations while expanding your offerings into new markets. So why wait? Partner with COLETEK today and take advantage of our vast capabilities to drive growth, innovation, and success for your business in Drouin, Victoria, Australia.