AI & Machine Learning Services for Mckellar 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 Mckellar 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 Mckellar 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 Mckellar 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 proudly established multidisciplinary Australian engineering and product development company in 2001, COLETEK has built a reputation for delivering innovative solutions that drive value for businesses across Mckellar, Australian Capital Territory.

We take pride in our long-standing relationships with clients from various sectors, consistently demonstrating our commitment to reliability, collaboration, and capability. Whether you're a local entrepreneur or an established business operating throughout the region, you can count on us to support your growth and success.

In Mckellar, Australian Capital Territory and beyond, we've had the privilege of partnering with businesses that share our passion for engineering excellence. Our team's expertise spans multiple disciplines, from electrical and mechanical to software and digital solutions – allowing us to tackle complex projects with confidence.

As your trusted advisors and partners, we're dedicated to understanding your unique challenges and delivering tailored solutions that meet your specific needs. Whether you require strategic direction, product development, or ongoing maintenance and support, we'll work collaboratively to ensure seamless integration into your operations.

Mckellar, Australian Capital Territory is a vibrant community with its own distinct character and opportunities. At COLETEK, we're proud to serve local businesses in this area, leveraging our national reputation for excellence to drive growth and progress. When you choose us as your trusted partner, you can be assured that our expertise will support your long-term success.

We believe that locally rooted, yet nationally recognized expertise is the perfect blend for Mckellar, Australian Capital Territory businesses looking to thrive in today's fast-paced market. We're committed to serving the region, fostering collaborative relationships, and delivering exceptional results that leave a lasting impact.