AI & Machine Learning Services for Mitchells Flat 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 Mitchells Flat 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 Mitchells Flat 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 Mitchells Flat 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.

At COLETEK, we're proud to have established ourselves as a trusted national engineering and product development company since 2001. Our multidisciplinary expertise has allowed us to serve businesses across Mitchells Flat, New South Wales, Australia, and throughout the country. We've developed a reputation for reliability, collaboration, and capability, making us an attractive partner for companies seeking innovative solutions. Operating based in Mitchells Flat, New South Wales, Australia, we're committed to supporting local enterprises, just like yours, that are driving growth and innovation in their respective industries. Our team of engineers and product developers work closely with clients, understanding their unique challenges and goals. We're dedicated to delivering tailored solutions that exceed expectations, making us the ideal partner for your business. Whether you're a small startup or an established player in Mitchells Flat, New South Wales, Australia's thriving commercial landscape, we're here to support your ambitions. Our commitment to innovation, quality, and customer satisfaction has earned us recognition as a leading engineering and product development company nationwide. By working with COLETEK, you can leverage our expertise to stay ahead of the competition. From concept design to prototyping, manufacturing, and deployment, we've got the skills and experience to drive your project forward. Our multidisciplinary approach ensures that all aspects are considered, from technical feasibility to market viability. You can trust us to keep yours' goals in focus as we work together to bring your vision to life. With COLETEK, you're not just partnering with a company – you're joining forces with a team of dedicated professionals who genuinely care about delivering exceptional results for our clients. We take pride in being an integral part of Mitchells Flat, New South Wales, Australia's business community, and we look forward to collaborating with innovative businesses like yours.