AI & Machine Learning Services for Keely 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 Keely 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 Keely 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 Keely 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.

COLETEK is proud to offer its multidisciplinary engineering and product development services to businesses in Keely, Victoria, Australia and throughout the country. With over two decades of experience, we've established ourselves as a trusted national reputation for delivering innovative solutions that meet our clients' unique needs.

Founded in 2001, COLETEK has consistently demonstrated its ability to provide reliable support to businesses across Victoria, including Keely. Our team is skilled in collaborating with local businesses, understanding their challenges and opportunities, and developing tailored engineering and product development strategies to help them succeed.

At COLETEK, we're dedicated to building long-term relationships with our clients, fostering open communication, and ensuring the highest level of quality in everything we do. Whether you're looking for a trusted partner to help develop new products or services, streamline your operations, or overcome complex engineering challenges, we're here to support you.

We believe that strong engineering underlies the success of many innovative ideas, products, and services. That's why we offer comprehensive engineering and product development capabilities, drawing on our expertise in a wide range of areas. Our team is passionate about delivering tangible results for businesses in Keely, Victoria, Australia and beyond.

If you're looking to strengthen your business through innovative engineering and product development solutions, COLETEK is here to help. Serving businesses across Keely, Victoria, Australia, we invite you to learn more about our capabilities and how we can support your goals.