AI & Machine Learning Services for Wickliffe 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 Wickliffe 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 Wickliffe 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 Wickliffe 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.

Located in the heart of Wickliffe, Victoria, Australia, COLETEK has been delivering innovative engineering and product development solutions to businesses across the region for over two decades. Our multidisciplinary team of experts brings together the best of Australian ingenuity and international expertise to help local organizations overcome challenges and capitalize on opportunities.

As a national company with a trusted reputation built over 20 years, we've had the privilege of working with businesses in Wickliffe, Victoria, Australia, and across Australia. Our people understand the unique needs and challenges faced by businesses in this region, and we're dedicated to supporting their growth and success.

What sets us apart is our focus on reliability, collaboration, and capability. We take the time to truly listen to our clients, understanding their goals, constraints, and aspirations. With this deep understanding, we develop tailored engineering solutions that meet their specific needs – not just a one-size-fits-all approach.

From concept through to delivery, our team of engineers works closely with clients from Wickliffe, Victoria, Australia, and beyond to ensure that every project meets the highest standards. We're proud of our track record in delivering innovative solutions that drive results for our clients. Whether you're looking to improve your operations, increase efficiency, or stay ahead of the competition, we're here to support your ambitions.

So why partner with COLETEK? We bring not just expertise, but also a deep understanding of the local market and a commitment to delivering exceptional results. Our team is dedicated to supporting businesses in Wickliffe, Victoria, Australia, and throughout Australia – so you can trust that we'll be there every step of the way.