AI & Machine Learning Services for Kingstown 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 forKingstown 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 Kingstown 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 forKingstown 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 Businesses in Kingstown, Northern Tablelands - COLETEK's Commitment to Local Excellence

As a trusted and experienced Australian company, COLETEK is proud to call the beautiful region of Kingstown, Northern Tablelands, New South Wales, Australia home. We've been serving local businesses and communities for years, earning a reputation as reliability, innovation, and local expertise.

The Northern Tablelands is an area rich in history, culture, and natural beauty. From rolling hills to sparkling lakes, this region has much to offer its residents and visitors alike. At COLETEK, we're dedicated to supporting the growth and success of businesses that call Kingstown home, from small startups to established family-owned operations.

As a national company with a footprint across Australia, COLETEK brings a wealth of knowledge and experience to our home region. Our team is well-versed in the unique challenges and opportunities facing local businesses, and we're committed to delivering tailored solutions that meet their needs. Whether you're looking for expert advice or timely support, we're here to help.

At COLETEK, we believe that trust, innovation, and local presence are essential components of building strong relationships with our clients - and the wider community. We take pride in being a trusted advocate for Kingstown's businesses, providing guidance and resources that empower them to thrive. From entrepreneurs looking to launch their new venture to established operations seeking to expand or improve, we're here to support every step of the way.

For local businesses in Kingstown, Northern Tablelands, COLETEK offers a level of understanding and expertise unmatched by larger companies from further afield. By choosing us as your partner, you can be assured that you'll receive dedicated attention, personalized service, and reliable guidance to help you achieve your goals.

So why choose COLETEK for your business needs in Kingstown? Because we're more than just a company - we're a local presence committed to supporting the growth and success of the businesses we serve. With our deep understanding of this region and its unique challenges, we can help you navigate any obstacle and seize opportunities with confidence.

Ready to take your business to the next level? Contact Us today to learn more about how COLETEK can support your growth and success in Kingstown, Northern Tablelands, New South Wales, Australia.