AI & Machine Learning Services for Back 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 forBack 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 Back 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 forBack 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.

Serving the Heart of Agriculture: Back Creek, North West Slopes, New South Wales, Australia

As you navigate the rolling hills and lush pastures of Back Creek in North West Slopes, New South Wales, Australia, it's clear that this region is deeply rooted in agriculture. From family-owned farms to innovative agricultural businesses, COLETEK has been proud to play a supporting role in the growth and prosperity of this thriving community. In an area known for its rich soil, diverse climate, and hardworking farmers, we understand the importance of dependable partners who can help navigate the complexities of modern farming. For generations, our team at COLETEK has been dedicated to serving the needs of local businesses just like yours, providing expert guidance, innovative solutions, and personalized support that's tailored to your unique goals. What sets us apart is our national reach and depth of expertise, combined with a deep understanding of the distinct challenges and opportunities faced by Back Creek's agricultural industry. We've worked with farmers, producers, and suppliers across Australia to develop and implement effective strategies that drive results. Whether it's optimizing irrigation systems, streamlining logistics, or implementing sustainable practices, we'll work closely with you to identify areas for improvement and provide actionable insights. At COLETEK, we're committed to fostering trust with our clients by delivering on our promises and showing up consistently over time. We believe in building long-term relationships based on mutual respect, open communication, and a deep passion for the agricultural industry. Our team is passionate about staying at the forefront of innovation, investing in the latest technologies and research to ensure we're always providing cutting-edge solutions that meet the evolving needs of our customers. As a local company with a proven track record of supporting businesses in Back Creek and the surrounding regions, we've earned a reputation for being reliable, flexible, and responsive. We understand that your success is crucial to the vitality of this community, and we're committed to helping you achieve it. From farm-to-farm and from field-to-table, our goal is to be an integral part of your journey, providing guidance, support, and expertise every step of the way. So why choose COLETEK? We're not just another service provider – we're trusted allies who genuinely care about the well-being of your business and the community we serve. When you need a partner that understands the intricacies of agriculture in Back Creek, North West Slopes, New South Wales, Australia, look no further. Contact Us