AI & Machine Learning Services for Jung 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 Jung 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 Jung 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 Jung 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 the economic hub of Victoria, Jung is an exciting location for businesses to grow and thrive. At COLETEK, we're committed to supporting your success with our multidisciplinary engineering and product development expertise. As a company established in 2001, we've built a reputation across Australia as trusted advisors and partners. With deep roots in Jung, Victoria, Australia, we're well-positioned to understand the unique challenges and opportunities facing local businesses. Our team of experts has extensive experience working with organizations from various sectors, helping them overcome complex engineering and product development hurdles. What sets us apart is our commitment to collaboration and reliability. We believe that the best outcomes come from working closely with clients to understand their needs and deliver tailored solutions. Whether you're looking to launch a new product, enhance your existing offerings, or improve operational efficiency, we'll work tirelessly to ensure your goals are met. COLETEK's capabilities extend beyond engineering alone. We excel at navigating the complexities of product development, from conceptualization to market-ready products. Our strength lies in seamlessly integrating cutting-edge technology, innovative design, and tried-and-true engineering principles. With COLETEK based in Jung, Victoria, Australia, you can leverage our expertise to drive business growth throughout the region and beyond. We're not just limited to this area; we operate across a broad spectrum of industries and sectors, ensuring that our solutions are relevant and effective nationwide. By partnering with us, you'll gain access to world-class engineering and product development capabilities tailored to your unique needs. Together, we can overcome even the most daunting challenges and achieve remarkable results.