AI & Machine Learning Services for Hampton Park 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 Hampton Park 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 Hampton Park 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 Hampton Park 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've been serving trusted national reputation-based in Hampton Park, Victoria, Australia since 2001. As a multidisciplinary Australian engineering and product development company, we have extensive experience working with businesses across Hampton Park, Victoria, Australia to deliver innovative solutions that drive growth. Our team of experts understands the unique challenges faced by local businesses in Hampton Park, Victoria, Australia, from developing bespoke products to streamlining manufacturing processes. With our knowledge and know-how, you can be confident in your decision-making when partnering with us. Our engineering expertise spans diverse industries and sectors, ensuring we bring unbiased perspectives and creative problem-solving skills to the table. As a valued customer of COLETEK, you can rely on us for unparalleled reliability, collaborative approach, and unmatched capability in driving product development and manufacturing solutions that transform your business. We're proud to operate throughout Hampton Park, Victoria, Australia, empowering local enterprises like yours to thrive in an ever-evolving market landscape. Whether it's developing a new product line or enhancing existing manufacturing processes, our team of engineers and project managers work closely with you to comprehend your needs, overcome obstacles, and bring your vision to life. As a trusted partner for Hampton Park, Victoria, Australia businesses, we're committed to delivering exceptional results that exceed expectations. To get started on building something remarkable together, let's begin a conversation about how COOLETEK can assist your Hampton Park, Victoria, Australia based business in achieving its full potential.