AI & Machine Learning Services for Dunach 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 Dunach 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Dunach 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 Dunach 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 has been a trusted partner for businesses throughout Dunach, Victoria, Australia for over two decades. Our multidisciplinary engineering and product development company was established in 2001 with the vision of enabling innovative solutions that transform industries.

As a national leader in our field, we take pride in serving businesses across Dunach, Victoria, Australia, providing reliable and collaborative support whenever and wherever they need it. Our team of expert engineers and developers leverages cutting-edge technologies to create custom products and solutions that drive results.

We understand the challenges unique to local regions like Dunach, Victoria, Australia, and we're committed to helping businesses in this area thrive. By providing tailored engineering and product development services, we empower entrepreneurs, innovators, and industry leaders to achieve their goals.

Our reputation for delivering high-quality results has earned us a spot as one of the most respected companies in our field. With years of experience behind us, we've developed an unparalleled level of capability in serving businesses across Dunach, Victoria, Australia, and throughout the nation.

Whether you're seeking innovative product design, prototyping, or production solutions, Coletek is here to support your business growth. We collaborate closely with clients to understand their unique challenges and develop customized solutions that exceed expectations.

Serving businesses across Dunach, Victoria, Australia, requires a deep understanding of local industries, markets, and cultures. Our team takes the time to get to know our clients and tailor our services to meet their distinctive needs.