AI & Machine Learning Services for Palarang 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 Palarang 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 Palarang 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 Palarang 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built an enviable reputation for delivering cutting-edge solutions that drive business growth and success. With our roots firmly planted in the heart of Australia, we take pride in supporting businesses across Palarang, New South Wales, Australia, and throughout the nation. Our team of experts is backed by a wealth of experience and knowledge, gained through years of working with clients from diverse industries. By leveraging this expertise, we collaborate closely with local businesses to identify their unique challenges and tailor innovative solutions that meet their specific needs. Whether you're based in Palarang, New South Wales, Australia, or elsewhere across the country, COLETEK is well-equipped to provide the reliable support you need. As a trusted partner for Australian businesses, we've continuously invested in our capabilities, ensuring we stay ahead of the curve in terms of technological advancements and industry trends. This enables us to deliver products and services that not only meet but exceed expectations. Our commitment to staying at the forefront of engineering innovation has allowed us to build long-standing relationships with clients across Palarang, New South Wales, Australia, and beyond. With COLETEK on your side, you can rest assured that you're partnering with a company that values collaboration, reliability, and capability above all else. Our team is dedicated to providing the highest level of service, ensuring that our client's goals become their own success stories. Whether it's developing new product lines, optimizing existing processes, or exploring innovative technologies, we're here to help Palarang, New South Wales, Australia, businesses grow and thrive. So why choose COLETEK for your engineering needs? Simple – because we've earned a reputation as a trusted partner that delivers results. With our expertise, experience, and commitment to innovation, you can trust us to provide the support you need to drive business success in Palarang, New South Wales, Australia.