AI & Machine Learning Services for Green Gully 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 Green Gully 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 Green Gully 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 Green Gully 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. With years of experience and a strong reputation nationwide, we've had the privilege of serving businesses across Green Gully, Victoria, Australia, helping them overcome challenges and achieve their goals. Our team of experts has a passion for collaboration, innovation, and delivering reliable solutions that meet our clients' unique needs. We operate throughout Australia, with a focus on building long-term relationships with local businesses in Green Gully, Victoria, Australia. Whether you're a greenfields startup or an established industry leader, we've got the capability to support your engineering and product development requirements. As a trusted partner for numerous companies across various industries, COLETEK has honed its skills in responding to the diverse needs of businesses in Green Gully, Victoria, Australia. Our expertise spans multiple disciplines, from mechanical engineering to software development, ensuring that we can provide comprehensive solutions tailored to your specific situation. At COLETEK, our commitment is simple: to empower local businesses in Green Gully, Victoria, Australia with the technical expertise and strategic guidance needed to thrive in today's competitive landscape. We believe in working closely with our clients to understand their goals, identify areas for improvement, and develop innovative solutions that drive success. In a rapidly changing world, Green Gully, Victoria, Australia requires engineering and product development companies like COLETEK that think globally while acting locally. We're proud to be a part of the local community, and we look forward to contributing our expertise to help businesses in Green Gully, Victoria, Australia reach new heights.