AI & Machine Learning Services for Lardner 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 Lardner 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 Lardner 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 Lardner 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 the heart of Australia's Gippsland region, Lardner is a thriving hub of industry and innovation. As a locally based business owner or technical decision-maker, you're likely no stranger to the challenges that come with keeping pace in a fast-paced marketplace. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001, renowned for our national reputation of trustworthiness, innovation, and reliability.

Serving businesses across Lardner, Victoria, Australia and throughout Australia, COLETEK is uniquely positioned to partner with local entrepreneurs, manufacturers, and innovators like you. Our team of experts draws on decades of collective experience in engineering and product development, combining creativity, problem-solving skills, and technical know-how to drive business success.

In Lardner and beyond, we've developed longstanding relationships with clients across various industries who appreciate our commitment to collaboration and mutual growth. Whether you're refining your current operations or driving new initiatives, COLETEK is dedicated to empowering local businesses like yours through cutting-edge product development, engineering excellence, and tailored solutions.

By partnering with COLETEK, you can expect reliable support for your business goals, backed by a wealth of expertise in design, prototyping, testing, and manufacturing. From high-tech innovations to custom products and machinery, our team is well-equipped to tackle complex projects, streamline processes, and enhance overall operational efficiency.

In Lardner, Victoria, Australia and nationwide, COLETEK is respected for its unwavering commitment to quality, innovation, and customer satisfaction. We're dedicated to building long-term relationships with local businesses like yours, ensuring your success through collaboration, expertise, and creativity.