AI & Machine Learning Services for Richardson 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 Richardson 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 Richardson 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 Richardson 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.

As a business owner or technical decision-maker in Richardson, Australian Capital Territory, you're constantly seeking ways to drive innovation and growth. At COLETEK, we understand the unique challenges and opportunities that arise from serving businesses across Richardson, Australian Capital Territory. Since our establishment in 2001 as a multidisciplinary Australian engineering and product development company, we've built a reputation for reliability, collaboration, and capability that spans the nation. We're proud to operate throughout Australia, including in local communities like Richardson, Australian Capital Territory. Our team is committed to supporting businesses like yours, from concept to reality, across various sectors and industries. By harnessing our collective expertise and innovation, we empower organizations to succeed in today's fast-paced market. At COLETEK, we're more than just engineers – we're problem-solvers, innovators, and partners. We take the time to genuinely understand your business goals, challenges, and aspirations, tailoring our services to meet your unique needs. Whether you require assistance with product development, engineering design, or project management, we'll work alongside you to deliver results that exceed expectations. Our national reputation is built on a foundation of trust, transparency, and open communication. We operate within Richardson, Australian Capital Territory, while serving clients from various sectors, including technology, manufacturing, healthcare, and education. By partnering with us, you gain access to: * A multidisciplinary team of experts in engineering and product development * Proven experience in delivering complex projects on time, within budget, and to the highest standards * A commitment to collaboration, ensuring seamless integration with your existing processes and teams If you're looking for a trusted partner to help you achieve success in Richardson, Australian Capital Territory, look no further than COLETEK. Join forces with us, and let's build something remarkable together.