AI & Machine Learning Services for Whiporie 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 Whiporie 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 Whiporie 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 Whiporie 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.

Established in 2001, COLETEK has earned a reputation for delivering innovative engineering solutions to businesses across Whiporie, New South Wales, Australia. As a multidisciplinary Australian company, we pride ourselves on our ability to understand the unique challenges facing local businesses and develop tailored engineering solutions to drive their growth.

Based in Whiporie, New South Wales, Australia, we've built a strong foundation of trust with our clients by consistently delivering reliable, high-quality products and services that meet their specific needs. This commitment to excellence has earned us a trusted national reputation, making it natural for businesses in Whiporie, New South Wales, Australia to turn to COLETEK when seeking expert engineering support.

At COLETEK, we believe that collaboration is key to unlocking success. We take the time to listen carefully to our clients' goals and challenges, and then work closely with them to develop customized solutions that address their specific needs. This collaborative approach enables us to help businesses in Whiporie, New South Wales, Australia overcome complex engineering challenges and achieve their objectives.

With a long history of delivering outstanding results for clients across Whiporie, New South Wales, Australia, we're confident in our ability to bring value to your business. Whether you're seeking support for a specific project or looking to improve your overall operations, rest assured that COLETEK is committed to providing the expertise and solutions you need to thrive.

By partnering with us, businesses in Whiporie, New South Wales, Australia can tap into our extensive engineering capabilities and rely on our commitment to delivering exceptional results. We're proud to operate throughout all of Whiporie, New South Wales, Australia, and we look forward to building a meaningful relationship with you.