AI & Machine Learning Services for Five Ways 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 forFive Ways 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 Five Ways 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 forFive Ways 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.

Succeeding Together in Five Ways, Central West Slopes, New South Wales, Australia

Nestled in the heart of the beautiful Central West Slopes region, Five Ways is a thriving community that embodies the spirit of Australian small-town living. At COLETEK, we're proud to be part of this local landscape, working closely with businesses and organizations that make our community tick.

As a nationally recognized leader in [industry/niche], COLETEK has earned a reputation for delivering top-notch solutions that benefit clients across the country. But what sets us apart is our unwavering commitment to supporting regional communities like Five Ways, where we have a deep understanding of the unique challenges and opportunities that come with rural living.

We're more than just a business – we're a trusted partner for local entrepreneurs, farmers, families, and innovators who are passionate about shaping their own futures. With COLETEK by your side, you can count on tailored expertise, cutting-edge know-how, and personalized service that's as reliable as the sun rising over the Great Dividing Range.

Your success is our top priority, and we're dedicated to helping Five Ways businesses thrive in an ever-evolving environment. By leveraging our extensive experience, national resources, and local presence, you can rest assured that your investment will yield tangible results that benefit not just your business but also the entire community.

At COLETEK, we believe that trust is built on a foundation of integrity, transparency, and dependability. You can rely on us to be a constant presence in Five Ways, working side-by-side with local leaders and entrepreneurs who share our passion for progress and development.

We're not just theorists – we're doers. We've earned a solid reputation for innovative approaches that drive real value for our clients and the region at large. In Five Ways, you can trust us to bring forward-thinking perspectives to the table, combining best practices with local expertise to foster growth and prosperity.

As your trusted advisor in Five Ways, COLETEK is uniquely positioned to help you navigate the complexities of doing business in this magnificent corner of Australia. Whether you're just starting out or looking to scale up, we're committed to being your partner for success, always staying true to our roots and commitment to community.

So why wait? Reach out today and discover how COLETEK can support your Five Ways venture every step of the way. Let's work together to build a brighter future for this stunning region and all its wonderful people.Contact Us