AI & Machine Learning Services for Longerenong 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 Longerenong 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 Longerenong 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 Longerenong 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're proud to be a multidisciplinary Australian engineering and product development company, established in 2001. Our national reputation is built on providing trusted solutions for businesses like yours, serving all of Longerenong, Victoria, Australia and beyond. With an unwavering commitment to innovation, collaboration, and capability, we've earned the trust of clients across various sectors. As a leading engineering partner, we understand the unique challenges facing businesses in Longerenong, Victoria, Australia. Our team of experts is dedicated to helping local companies overcome these hurdles by delivering reliable and effective solutions that drive growth and prosperity. Whether you're operating in manufacturing, healthcare, or another vital industry, we'll work closely with you to design, develop, and implement tailored products and systems that meet your specific needs. Our extensive experience has equipped us to tackle complex projects, often requiring the integration of cutting-edge technologies. By combining a deep understanding of engineering principles with our passion for innovation, we've become a go-to partner for businesses seeking to revolutionize their operations or create new products that disrupt markets. In today's fast-paced and rapidly changing business landscape, it's essential to have a reliable and trusted partner like COLETEK by your side. Our expertise spans multiple disciplines, allowing us to address the diverse needs of our clients across Longerenong, Victoria, Australia. From concept development to manufacturing and implementation, we're committed to delivering exceptional results that drive success. Now is the ideal time to join forces with a seasoned engineering partner like COLETEK. Together, let's build something remarkable in Longerenong, Victoria, Australia. Whether you're looking to enhance your existing offerings or enter new markets, our team is ready to collaborate and deliver innovative solutions tailored to your unique needs.