AI & Machine Learning Services for Invergowrie 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 forInvergowrie 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 Invergowrie 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 forInvergowrie 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.

Your Local Partner for Business Success: COLETEK in Invergowrie, Northern Tablelands, New South Wales, Australia

Invergowrie, nestled in the heart of the Northern Tablelands, New South Wales, Australia, is a thriving community that relies on passionate entrepreneurs and small business owners to keep the local economy growing. At COLETEK, we're proud to be part of this ecosystem, dedicated to supporting our neighbors and friends with expert guidance and innovative solutions.

Your search for a trusted partner ends here. With years of experience serving businesses across Australia, including Invergowrie and surrounding areas, our team has earned a reputation for building strong relationships and delivering results that matter. Whether you're just starting out or looking to take your venture to the next level, we're committed to being your go-to resource for all things business.

As a national player with deep roots in this local community, COLETEK is uniquely positioned to understand the distinct challenges and opportunities facing businesses like yours. We don't just know the Northern Tablelands – we live and work here, too. Our local presence means we're always available to lend a listening ear and offer personalized support whenever you need it.

At COLETEK, trust is everything. That's why we invest time and effort into building genuine connections with our clients. We believe in fostering long-term relationships built on mutual respect, open communication, and a commitment to excellence. When you work with us, you can rest assured that your business will be treated like our own – with dedication, creativity, and a passion for success.

As the Northern Tablelands continue to evolve and thrive, so too must the businesses that call it home. At COLETEK, we're at the forefront of innovation, always looking for ways to push boundaries and drive growth. Whether you're seeking cutting-edge solutions or expert guidance on the latest trends, we're here to help you stay ahead of the curve.

We're proud to be your local partner in business success. From Invergowrie and beyond, COLETEK is dedicated to supporting businesses like yours with the tools, expertise, and local knowledge they need to thrive. If you're ready to take your company to new heights, we invite you to explore our services and discover what it means to be part of the COLETEK family.