AI & Machine Learning Services for Longwarry North 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 Longwarry North 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 Longwarry North 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 Longwarry North 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve businesses across Longwarry North, Victoria, Australia, like yours. Our national reputation for reliability, collaboration, and capability makes us the go-to partner for companies looking to drive growth and success. Operating throughout Australia, including Longwarry North, Victoria, Australia, we've developed a unique understanding of the local market and its challenges. Our team is committed to providing tailored solutions that cater to the specific needs of businesses in this area. Whether you're an established organization or just starting out, COLETEK can help you overcome the hurdles and seize opportunities. Our multidisciplinary approach allows us to bring together experts from various fields, including engineering, product development, and more. This collaborative environment enables us to tackle complex challenges with precision and creativity. Our team's dedication to delivering exceptional results is unmatched, which is why we've earned a reputation for being a trusted partner in Longwarry North, Victoria, Australia. As businesses in Longwarry North, Victoria, Australia, grapple with the complexities of innovation and growth, COLETEK stands ready to support your entrepreneurial endeavors. Our flexible approach to product development means we can adapt our strategies to align with your unique goals and objectives. By working together, we can co-create innovative solutions that propel your business forward. At COLETEK, we're committed to helping businesses in Longwarry North, Victoria, Australia, thrive through the power of engineered innovation. If you're looking for a trusted partner to help drive your company's success, let us show you what we can do. Serving businesses across Longwary North, Victoria, Australia, and throughout Australia.