AI & Machine Learning Services for Liparoo 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 Liparoo 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 Liparoo 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 Liparoo 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.

At COLETEK, we take great pride in our long-standing relationships with businesses across Liparoo, Victoria, Australia. As a multidisciplinary Australian engineering and product development company established in 2001, we've had the privilege of serving clients from all corners of this beautiful region. Our team of experts has consistently demonstrated their commitment to reliability, collaboration, and capability, making us the trusted go-to partner for Liparoo, Victoria, Australia's entrepreneurs and business leaders seeking innovative solutions. As a locally-focused engineering company, our expertise spans multiple disciplines, allowing us to deliver comprehensive support from conceptualization to implementation. Whether you're an ambitious entrepreneur or an established business looking to innovate and grow, we're dedicated to helping you achieve your goals. At COLETEK, we foster a culture of trust and open communication, ensuring that every project we undertake reflects our commitment to exceptional quality and outstanding results. Throughout Liparoo, Victoria, Australia and across the broader region, we've earned a reputation for our unwavering dedication to our clients' success. From ideation to execution, our team works tirelessly to bring your vision to life – combining cutting-edge engineering expertise with creative problem-solving to drive breakthroughs in product development and beyond. We take pride in our ability to navigate complex challenges, leveraging our collective experience and collective wisdom to deliver bespoke solutions tailored to each client's unique needs. As a trusted partner for businesses based in Liparoo, Victoria, Australia, we're committed to supporting the region's growth and prosperity. Our team is passionate about building long-term relationships with local entrepreneurs and business leaders, helping them navigate today's ever-evolving landscape and positioning themselves for future success. At COLETEK, we believe that by working together – and drawing on our collective expertise – we can create remarkable things.