AI & Machine Learning Services for Upper Lurg 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 Upper Lurg 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 Upper Lurg 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 Upper Lurg 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 pride ourselves on being a multidisciplinary Australian engineering and product development company established in 2001. With a strong track record of delivering innovative solutions to businesses across the nation, including those based in Upper Lurg, Victoria, Australia, we've built a reputation for reliability, collaboration, and capability. Over two decades, our team has honed their expertise in addressing the unique needs of various industries, consistently exceeding client expectations. Operating throughout Australia, we've had the pleasure of working with businesses in Upper Lurg, Victoria, Australia, as well as other localities. Our experienced engineers and product development specialists are dedicated to crafting bespoke solutions tailored to your specific requirements. Whether you're looking to improve operational efficiency or develop a new product, our experts will work closely with you to understand your goals and objectives. COLETEK's strong presence in Upper Lurg, Victoria, Australia, allows us to stay connected with the local business community, ensuring that we bring a deep understanding of the regional market dynamic to every project. As a trusted partner for businesses across the country, including those in Upper Lurg, Victoria, Australia, we take pride in fostering long-term relationships built on openness, transparency, and mutual respect. By partnering with COLETEK, you can rest assured that your business will benefit from our extensive experience, cutting-edge technology, and commitment to delivering exceptional results. Whether you're looking for expert advice or seeking a trusted collaborator to help drive growth, we are here to serve businesses across Upper Lurg, Victoria, Australia.