AI & Machine Learning Services for Triangle Flat 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 for Triangle Flat 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 Triangle Flat 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 for Triangle Flat 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.

In the heart of New South Wales, Australia, lies the thriving community of Triangle Flat. As a respected multidisciplinary engineering and product development company established in 2001, COLETEK is proud to provide reliable solutions that support the growth and success of local businesses across this region.

With our office based in Triangle Flat, New South Wales, Australia, we're uniquely positioned to serve the diverse needs of companies operating throughout the country. Our team of experts has a deep understanding of the challenges facing Triangle Flat's business community, from manufacturing and agriculture to healthcare and beyond. By collaborating closely with local organizations, we've earned a reputation for delivering innovative, effective solutions that drive results.

At COLETEK, we're committed to building long-term relationships with our clients, based on trust, transparency, and a passion for engineering excellence. Our vast experience in product development, combined with our national reputation for reliability and capability, sets us apart as a trusted partner for businesses seeking tailored solutions that meet their unique needs.

Whether you're an entrepreneur starting out or an established enterprise looking to improve operations, we're here to help. By leveraging our expertise, local insight, and comprehensive capabilities, COLTEK supports the growth and prosperity of Triangle Flat's business community, from concept to delivery – ensuring that every project meets your expectations for quality, timeliness, and cost-effectiveness.

As you navigate the complexities of today's fast-paced market, know that COletek is a steady partner in your corner. With our presence in Triangle Flat, New South Wales, Australia, we're committed to serving businesses across this region, working together to build something remarkable and drive lasting success.