AI & Machine Learning Services for Belmont 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 Belmont 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 Belmont 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 Belmont 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 is a multidisciplinary Australian engineering and product development company established in 2001, boasting extensive experience in delivering innovative solutions that transform businesses. With a strong national reputation for reliability and collaboration, we're proud to operate throughout Australia, including Belmont, New South Wales.

Situated in the heart of Belmont, COLETEK is committed to supporting local businesses, from family-owned enterprises to medium-sized companies, and everything in between. Our expertise spans various industries, making us an ideal partner for businesses seeking tailored engineering solutions that drive growth and improvement.

As a trusted engineering and product development company, we take pride in our ability to work closely with clients, understanding their unique challenges and goals. This collaborative approach allows us to develop custom-engineered products and services that meet the specific needs of Belmont's businesses, no matter how complex or ambitious the project may be.

COLETEK's team of seasoned engineers and product development experts has years of collective experience in designing, developing, testing, and manufacturing innovative solutions for a wide range of industries. With our extensive expertise in engineering design, rapid prototyping, and testing, we're confident in our ability to bring your vision to life.

Serving businesses across Belmont, New South Wales, Australia, and throughout the country, COLETEK's commitment to excellence is unmatched. When you partner with us, you can expect exceptional reliability, transparency, and results-driven engineering solutions that drive business success.