AI & Machine Learning Services for Hansonville 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 Hansonville 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 Hansonville 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 Hansonville 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 decision-maker in Hannaonville, Victoria, Australia, you understand the importance of collaborating with experts who can help drive your company's growth. At COLETEK, we've earned a reputation as a multidisciplinary Australian engineering and product development company established in 2001. With extensive experience and innovative approaches, we're well-positioned to support local businesses like yours across Hansonville, Victoria, Australia. Based in Hansonville, Victoria, Australia, we operate throughout the country, serving clients from various industries. Our team of skilled engineers and experts takes pride in delivering reliable, results-focused solutions that meet specific needs. Whether you need assistance with new product development, process improvement, or technology integration, COLETEK is here to help. Our capability extends beyond traditional engineering services, encompassing collaboration, problem-solving, and creative thinking to ensure the best possible outcomes for your business. In Hansonville, Victoria, Australia, local businesses face unique challenges and opportunities, from market fluctuations to regulatory changes. At COLETEK, we understand these complexities and are committed to supporting you with tailored, expert guidance. By leveraging our national reputation and experience working with clients across various sectors, we can help your business navigate the ever-changing landscape of Hansonville, Victoria, Australia. By partnering with COLETEK, you'll gain access to innovative thinking, proven methodologies, and a wealth of knowledge garnered from years of supporting businesses like yours throughout Hansonville, Victoria, Australia. Our ultimate goal is to empower local organizations to achieve their goals and reach new heights of success. Let's build something remarkable together.