AI & Machine Learning Services for Putty 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 forPutty 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 Putty 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 forPutty 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 Putty, Upper Hunter Valley, and Beyond: Your Local Partner for Success

Nestled in the heart of New South Wales, Putty and the Upper Hunter Valley region are thriving communities that embody the spirit of rural Australia. As a hub for agriculture, mining, and small business, this area has it all – from rolling pastures to industrial might. And at COLETEK, we're dedicated to being your trusted partner in navigating the challenges and opportunities that come with building a successful venture.

As an Australian company with nationwide reach, we've got the experience and expertise to tackle any project or challenge that comes our way. Whether you're just starting out or looking to scale up, we'll work tirelessly alongside you to ensure your business flourishes in Putty and beyond. Our team has a deep understanding of the local economy and will leverage this knowledge to drive growth, innovation, and prosperity for years to come.

Simplicity, integrity, and trust are at the heart of what we do. We believe that by building strong relationships with our clients – many of whom are family-owned businesses just like yours – we can create a lasting impact on the Putty community. With COLETEK, you can count on personalized attention, industry insights, and the support you need to stay ahead of the curve.

Our commitment to innovation is evident in everything we do. We're constantly looking for new ways to push boundaries, explore opportunities, and drive progress for our clients in Putty and the Upper Hunter Valley. Whether it's through cutting-edge technology, strategic partnerships, or sound financial planning, we'll always prioritize what's best for your business.

As a locally focused company with national reach, we know that being present on the ground is crucial to success. That's why you can find us at COLETEK, right alongside the communities and businesses we serve. We're not just based in Putty – we're active participants in shaping its future, whether through local sponsorship, charity involvement, or simply being a good neighbor.

So why wait? Reach out to us today and discover how COLETEK can help take your business in Putty to the next level. Trust us with your vision, and let's work together to craft a brighter future for this amazing region.