AI & Machine Learning Services for Jeffcott 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 Jeffcott 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 Jeffcott 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 Jeffcott 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.

In the heart of Victoria, Australia, lies the thriving community of Jeffcott, a place where innovation and progress are woven into the fabric of everyday life. At COLETEK, we're proud to be a trusted partner for businesses across Jeffcott, Victoria, Australia, providing unparalleled engineering and product development expertise.

As a multidisciplinary Australian engineering and product development company established in 2001, our team has been honing its skills for over two decades. Our national reputation is built on reliability, collaboration, and capability – everything we do is designed to help your business thrive in Jeffcott, Victoria, Australia and beyond.

We know that every organization operating throughout Victoria, including those based in Jeffcott, has unique challenges and opportunities. Whether you're a local entrepreneur or established industry player, our team is dedicated to understanding your specific needs and delivering tailored engineering solutions that drive growth and success.

At COLETEK, we don't just talk about working closely with clients – we live it. Our engineers work alongside yours, leveraging their expertise to help you overcome the complexities of product development and ensure that your ideas become reality. By partnering with us, you can tap into our extensive knowledge and experience, gained from serving businesses across Jeffcott, Victoria, Australia.

We're proud to be an integral part of Australia's engineering landscape, with a track record of delivering innovative solutions for clients in various sectors. Our commitment to quality, collaboration, and customer satisfaction has earned us a reputation as a trusted partner – one that can help your business succeed in Jeffcott, Victoria, Australia.