AI & Machine Learning Services for Lemington 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 forLemington 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 Lemington 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 forLemington 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.

Lemington, Upper Hunter Valley: Local Expertise at Your Service

In the heart of New South Wales, Australia, Lemington and the surrounding Upper Hunter Valley region thrive on a strong foundation of community spirit and entrepreneurial drive. As part of this dynamic ecosystem, COLETEK is committed to delivering unrivaled support to local businesses, leveraging our extensive experience in serving clients across Australia.

With a deep understanding of the unique challenges and opportunities faced by Lemington-based companies, we are dedicated to providing tailored solutions that empower growth, innovation, and success. Our presence in the region enables seamless communication, fostering strong relationships with local business leaders and entrepreneurs who share our passion for progress.

As a trusted Australian company, COLETEK has earned a reputation for reliability, integrity, and commitment to excellence. Our national reach allows us to draw on a wealth of knowledge, expertise, and resources, ensuring that our assistance is comprehensive, informed, and always focused on the specific needs of Lemington-based businesses.

By combining local insights with nationwide capabilities, we form strong bonds with clients across the Upper Hunter Valley region. Our experts work in close partnership with you to identify opportunities, address challenges, and drive prosperity – all while respecting your unique vision, goals, and values.

In Lemington, Upper Hunter Valley, COLETEK is more than just a service provider; we're an integral part of the local fabric. We take pride in supporting community initiatives, participating in industry events, and contributing to the regional economy through sustainable growth. Our dedication to this area mirrors our commitment to the people who call it home – a genuine pledge to make a positive difference.

Discover how COLETEK can help your Lemington-based business thrive in an increasingly complex market. Trust us to provide the expertise, trust, and innovative thinking that local businesses demand. Join forces with a partner who shares your passion for community development and mutual success.Contact Us