AI & Machine Learning Services for Shark Creek 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 Shark Creek 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 Shark Creek 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 Shark Creek 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 we look to the future, it's clear that innovation is key to driving growth and progress across industries. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Over nearly two decades, we've built a reputation for reliability, collaboration, and capability - serving businesses across Shark Creek, New South Wales, Australia and throughout the nation. Our team of experts is dedicated to understanding the unique needs of local businesses in Shark Creek, New South Wales, Australia. We believe that by working closely together, we can bring new ideas and solutions to life, ultimately driving success for our clients. With a national presence and a strong track record of delivering projects on-time and within budget, we're confident in our ability to help businesses across the region overcome complex technical challenges. At COLETEK, we take pride in being more than just an engineering company - we're partners in your journey towards innovation and growth. We understand that every business has its own unique story, and we're committed to listening, learning, and adapting to meet your needs. Whether you're a startup or a established player in the market, we're here to support you as you navigate the ever-changing landscape of Shark Creek, New South Wales, Australia. As we look to the future, it's clear that our collective potential is limited only by our imagination. At COLETEK, we believe that through collaboration and innovation, we can create a brighter future for businesses across Shark Creek, New South Wales, Australia. We invite you to join us on this journey, as we work together to build something remarkable.