AI & Machine Learning Services for Mount Pleasant 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 Mount Pleasant 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 Mount Pleasant 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 Mount Pleasant 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 trusted national player, COLETEK has earned a reputation for delivering innovative engineering and product development solutions to businesses across Mount Pleasant, Victoria, Australia. Founded in 2001, we've grown to become a multidisciplinary firm, leveraging our expertise and capabilities to drive growth and success for local companies.

Our deep understanding of the challenges facing industries in Mount Pleasant, Victoria, Australia has enabled us to develop tailored solutions that address unique needs. By combining our engineering expertise with collaboration and open communication, we empower businesses like yours to achieve their goals and overcome obstacles.

Based in Mount Pleasant, Victoria, Australia, COLETEK operates throughout the region, serving local businesses across a range of sectors. Our team is dedicated to providing reliability, flexibility, and capability, helping you navigate the complexities of engineering design, product development, and maintenance.

We've had the privilege of partnering with numerous businesses across Mount Pleasant, Victoria, Australia, delivering outcomes that drive real value. Our commitment to collaboration, innovation, and customer satisfaction has earned us a strong reputation in the industry.

If you're looking for a trusted engineering partner who can help your business thrive in Mount Pleasant, Victoria, Australia, look no further than COLETEK. We invite you to join our community of local businesses that have already experienced the benefits of our expertise and dedication.