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 forRichardson 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 forRichardson 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.

Strengthening Richardson and Tuggeranong Businesses, One Solution at a Time

In the heart of Richardson and Tuggeranong in the Australian Capital Territory, businesses are the lifeblood of our community. As local business owners understand only too well, success is not just about having a great idea or producing quality products – it's also about having the right support system to ensure growth and sustainability.

That's where COLETEK comes in. As a trusted Australian company with extensive experience in serving businesses across the nation, we're proud to have a significant presence in Richardson and Tuggeranong. Our local team is dedicated to delivering tailored solutions that empower owners and managers to focus on what really matters – growing their business.

COLETEK has earned its reputation as a trusted partner for Australian businesses of all sizes, from family-owned operations to medium-sized enterprises. We understand the importance of adapting to changing market conditions, leveraging innovation, and building lasting relationships with customers and suppliers. In Richardson and Tuggeranong, we've seen firsthand how our approach can help local businesses thrive despite the challenges.

What sets us apart is our commitment to trust and transparency. We believe that building strong relationships starts with openness, honesty, and a willingness to listen. Our team takes the time to understand the unique needs of each business in Richardson and Tuggeranong, offering expert guidance that's always tailored to their distinct circumstances.

As we look at the rapidly evolving business landscape in Richardson and Tuggeranong, it's clear that adaptability is key. That's why COLETEK continues to invest in innovative technologies, methodologies, and training programs for our team members – ensuring they're equipped to offer the latest solutions and insights to local businesses.

At COLETEK, we're proud of our strong local presence in Richardson and Tuggeranong. We take pride in being a part of the community, supporting local initiatives, and participating in events that bring people together. When you choose to partner with us, you can be sure that we'll be there every step of the way – dedicated to your success.

So why settle for anything less than the best when it comes to supporting your business in Richardson and Tuggeranong? Choose COLETEK, a trusted Australian company, and let's work together to achieve great things. Contact Us