AI & Machine Learning Services for Jumbuk 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 Jumbuk 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 Jumbuk 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 Jumbuk 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 Jumbuk, Victoria, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. As a trusted partner for businesses throughout Jumbuk, Victoria, Australia, we pride ourselves on our reputation for reliability, innovation, and collaboration.

With over two decades of experience serving businesses across Jumbuk, Victoria, Australia, COLETEK has developed a unique understanding of the region's industries and community. Our team is well-equipped to work closely with local decision-makers, engineers, and product developers to co-create innovative solutions that meet the precise needs of each client. Whether you're an established business or just starting out, we're committed to helping you achieve your goals.

Through our extensive experience and expertise in engineering and product development, COLETEK has built a national reputation for delivering high-quality results on time and within budget. Our capability extends across various sectors, including but not limited to precision manufacturing, industrial automation, and research & development. By leveraging these strengths, we're able to support businesses in Jumbuk, Victoria, Australia as they navigate the complexities of their respective industries.

As a valued partner for organizations throughout Jumbuk, Victoria, Australia, COLETEK is dedicated to collaborating with local decision-makers, engineers, and product developers. Our goal is to help these individuals achieve their goals by providing reliable guidance, innovative solutions, and exceptional service.