AI & Machine Learning Services for Unumgar 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 Unumgar 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 Unumgar 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 Unumgar 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 and innovative multidisciplinary engineering and product development company established in 2001, COLETEK is proud to serve businesses across Unumgar, New South Wales, Australia. Our national reputation for reliability, collaboration, and capability has grown through our ability to adapt to the unique needs of local industries.

As a key player in Australian engineering and product development, we've built strong relationships with businesses operating throughout Unumgar, New South Wales, Australia, from agriculture to manufacturing, and beyond. Our team is passionate about helping local companies achieve their goals by providing tailored solutions that drive growth and efficiency.

We're proud of our roots in Unumgar, New South Wales, Australia, where we've been based for many years. This allows us to develop an intimate understanding of the community's specific needs and challenges, which we can draw upon when working with local businesses. Our commitment to the region is reflected in our commitment to provide exceptional service to our clients.

When it comes to building innovative products or solutions that meet the evolving demands of Unumgar, New South Wales, Australia, COLETEK has the expertise and experience to support your needs. Whether you're an established player looking to expand operations or a startup seeking guidance on product development, we're here to help.

We've had the privilege of partnering with businesses from all corners of Unumgar, New South Wales, Australia, helping them overcome challenges and achieve their objectives. Our collective goal is to empower local companies to thrive in today's fast-paced business environment.

If you're seeking a trusted partner that understands the unique needs of businesses operating in Unumgar, New South Wales, Australia, look no further than COLETEK. Get in touch with us today and discover how our multidisciplinary engineering and product development expertise can elevate your operations.