AI & Machine Learning Services for Georgetown 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 forGeorgetown 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 Georgetown 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 forGeorgetown 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.

A Trusted Partner for Business Growth in Georgetown, Lower Hunter Valley

As a prominent region in New South Wales, Australia, Georgetown and the Lower Hunter Valley are renowned for their rich history, stunning landscapes, and thriving business sector. Situated at the confluence of the Hunter and Paterson rivers, this picturesque area is a hub of economic activity, with industries such as manufacturing, construction, and tourism driving growth and development. At COLETEK, we're proud to have been a trusted partner for businesses in Georgetown, Lower Hunter Valley, and surrounding regions for many years. Our team's deep understanding of local market conditions, coupled with our national reach and expertise, has enabled us to support the region's economic ambitions. By investing time and resources into building strong relationships with local business owners and stakeholders, we've earned a reputation as a reliable and innovative partner that truly understands the unique needs of the Georgetown area. As a locally-based Australian company, COLETEK is committed to supporting the growth and development of businesses in Georgetown and beyond. We recognize that every community has its own distinct character, shaped by history, culture, and economic conditions. That's why we take the time to get to know our clients' specific needs and goals, providing tailored solutions that drive real results. For business owners in Georgetown, Lower Hunter Valley, and surrounding regions, partnering with COLETEK offers a wealth of benefits. By leveraging our expertise, resources, and national network, you can gain access to cutting-edge technologies, industry insight, and strategic guidance that helps to overcome challenges and capitalize on opportunities. Our team's collaborative approach and commitment to delivering exceptional results have earned us a reputation as a trusted ally in the business community. Whether you're an entrepreneur looking for innovative ways to grow your start-up or an established business seeking to expand your operations, COLETEK is here to support your every step of the way. With our long history of success in the Georgetown area and beyond, we're confident that our partnership can help take your business to new heights. So why wait? Take the first step towards unlocking your full potential by Contacting Us today.