AI & Machine Learning Services for Edi Upper 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 Edi Upper 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Edi Upper 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 Edi Upper 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.

Located in the heart of Edi Upper, Victoria, Australia, COLETEK has established itself as a trusted partner for businesses seeking innovative engineering solutions. With over two decades of experience, our multidisciplinary Australian engineering and product development company has built a reputation for reliability, collaboration, and capability. As we've grown and expanded our capabilities, so too have the range of services we offer to businesses across Edi Upper, Victoria, Australia. Our national presence allows us to support clients from various industries throughout Australia, leveraging our expertise to drive project success. At COLETEK, we pride ourselves on being more than just a provider of technical solutions. We're committed partners who take the time to understand your unique challenges and develop customised engineering strategies tailored to your specific needs. This collaborative approach enables us to deliver innovative products and services that exceed expectations, ensuring your business remains ahead of the curve. Operating throughout Edi Upper, Victoria, Australia, our team is equipped to handle projects of varying scales and complexities, from conceptual design through to implementation and maintenance. By partnering with businesses based in Edi Upper, Victoria, Australia, we've helped them overcome obstacles, achieve their goals, and drive growth. If you're looking for a trusted partner to help propel your business forward, COLETEK is the ideal choice. With our engineering expertise, innovative spirit, and national presence, we're uniquely positioned to serve businesses across Edi Upper, Victoria, Australia. Take the first step towards realising your vision by reaching out to us today.