AI & Machine Learning Services for Pittong 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 Pittong 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 Pittong 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 Pittong 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.

For over two decades, COLETEK has been a trusted partner for businesses across Pittong, Victoria, Australia and throughout the country. As a multidisciplinary Australian engineering and product development company established in 2001, we've earned a reputation for delivering innovative solutions that meet the unique needs of our clients. Based in Pittong, Victoria, Australia, COLETEK operates with a deep understanding of the regional market, allowing us to provide tailored support to local businesses. Our team is dedicated to collaborating closely with clients from various industries and sectors, ensuring we capture the essence of their needs and deliver solutions that exceed expectations. At COLETEK, our engineers and designers are passionate about building strong relationships with our clients, combining technical expertise with a deep understanding of business operations. This synergy enables us to develop products and services that not only meet the technical requirements but also address the operational and strategic goals of businesses in Pittong, Victoria, Australia and beyond. With COLETEK, you can rely on our capabilities to drive results, whether it's enhancing efficiency, improving product performance, or expanding into new markets. Our multidisciplinary approach means we're equipped to tackle complex projects that require a range of skills, from mechanical engineering to software development and beyond. Throughout our 20+ years in operation, COLETEK has earned its place as a trusted partner for businesses across Pittong, Victoria, Australia and throughout Australia. We've developed strong relationships with clients who value our expertise, innovation, and commitment to delivering exceptional results. If you're seeking expert engineering solutions for your business in Pittong, Victoria, Australia or beyond, look no further than COLETEK. Our reputation for reliable delivery, seamless collaboration, and a deep understanding of the local market makes us an ideal partner for businesses in your area.