AI & Machine Learning Services for Latham 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 Latham 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 Latham 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 Latham 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation for delivering reliable solutions that meet the unique needs of businesses across Latham, Australian Capital Territory. Our team of experienced professionals is dedicated to empowering local industries with innovative products and services that drive growth and innovation. With over two decades of experience supporting businesses in Latham, Australian Capital Territory, we've developed a deep understanding of the region's specific challenges and opportunities. Our expertise spans multiple sectors, allowing us to approach each project with a broad perspective and a commitment to collaboration. Whether you're seeking innovative product development or reliable engineering support, COLETEK is the trusted partner for businesses across Latham, Australian Capital Territory. At COLETEK, we believe that capability lies at the heart of successful partnerships. We take pride in our ability to bring together diverse skills and expertise under one roof, providing a seamless and integrated experience for our clients. By building strong relationships with local businesses, we're able to tailor our solutions to meet their unique needs and goals. Operating throughout Latham, Australian Capital Territory, and beyond, COLETEK is proud of its national reputation as a trusted partner in engineering and product development. Our commitment to reliability, innovation, and collaboration has earned us a spot among the industry's leading players. As you navigate the complexities of doing business in Latham, Australian Capital Territory, consider partnering with a team that shares your values and understands your challenges. At COLETEK, we're passionate about supporting local businesses and driving growth through innovative engineering solutions. Let us join forces to build something remarkable together.