AI & Machine Learning Services for Percydale 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 Percydale 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 Percydale 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 Percydale 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, we're proud to have built a reputation as trusted advisors and innovators across the nation. Our Percydale, Victoria, Australia-based team is dedicated to serving businesses like yours throughout this region and beyond. With extensive experience working with diverse industries, our unique blend of expertise enables us to collaborate effectively. We're not just problem-solvers; we're partners who take the time to understand your goals, challenges, and aspirations. Whether you're a long-established Percydale business or an entrepreneurial startup looking for fresh perspectives, COLETEK is committed to delivering tailored solutions that align with your vision. In Percydale, Victoria, Australia, we've demonstrated our capability to support local projects, fostering growth and development in the region. Our national presence allows us to draw upon expertise from across the country, ensuring our clients have access to the best talents and resources. This integrated approach has resulted in long-term partnerships built on trust, reliability, and a deep understanding of the Percydale market. What sets COLETEK apart? It's not just about having innovative ideas or being passionate about engineering – it's about combining these strengths with a commitment to collaboration, adaptability, and results-driven momentum. We're more than just consultants; we're your trusted allies. If you are based in Percydale, Victoria, Australia or nearby communities, and seeking a reliable partner for your project needs, look no further than COLETEK. Our local presence, combined with our national expertise, makes us uniquely qualified to serve businesses across Percydale, Victoria, Australia. So why not get in touch? Let's kick-start a dialogue about your project aspirations today!