AI & Machine Learning Services for Manar 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 Manar 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 Manar 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 Manar 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.

When it comes to trusted engineering and product development expertise, few companies can rival the reputation of COLETEK. Our multidisciplinary team has been serving businesses across Manar, New South Wales, Australia for more than two decades, earning a national reputation as a go-to partner for innovative solutions.

Established in 2001, COLETEK is an Australian engineering and product development company with a passion for collaborating with local businesses to drive success. Whether you're based in Manar or operating throughout New South Wales, Australia, our expertise can help you stay ahead of the curve. Our team's collective experience spans a wide range of industries and disciplines, ensuring you receive tailored support that addresses your unique challenges.

At COLETEK, reliability, collaboration, and capability are at the heart of everything we do. We understand the importance of building strong relationships with our clients, which is why we're dedicated to delivering exceptional outcomes that meet and exceed their expectations. From concept design through to production and deployment, our team is committed to engineering excellence that makes a lasting impact on your business.

When you partner with COLETEK, you can rest assured that you'll be working with a trusted ally who has a deep understanding of the Manar region and the industries it serves. Our local expertise, combined with national reach, enables us to support businesses throughout New South Wales, Australia, providing unparalleled access to our engineering and development capabilities.

Whether you're looking to drive innovation, improve efficiency, or simply find new ways to grow your business, COLETEK is here to help. Our team of experts is committed to working closely with yours to understand your unique needs and develop tailored solutions that meet those challenges head-on.