AI & Machine Learning Services for Tichular 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 Tichular 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 Tichular 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 Tichular 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.

Located in the heart of Tichular, New South Wales, Australia, COLETEK has built a reputation as a trusted partner for businesses seeking innovative engineering and product development solutions. Our team of experts has honed their skills over more than two decades, with a strong focus on collaboration and reliability.

A multidisciplinary Australian company established in 2001, we take pride in our national reputation for delivering high-quality results. Operating throughout Australia, including Tichular, New South Wales, Australia, we're committed to serving the needs of local businesses like yours.

What sets us apart is our ability to understand your unique challenges and develop tailored solutions that drive growth and improvement. By combining extensive knowledge with cutting-edge technology, we craft innovative products and engineering designs that meet the specific needs of Tichular's diverse industries.

We're not just a one-size-fits-all provider; we take the time to listen, understand your goals, and develop customized strategies that drive real results. Whether you're looking to improve processes, create new products, or enhance existing offerings, our team is dedicated to delivering exceptional outcomes.

At COLETEK, we believe in building strong relationships with our clients, tailoring our approach to support the unique needs of businesses in Tichular, New South Wales, Australia and beyond. By partnering with us, you'll gain access to a pool of expertise that can help drive your business forward.

At COLETEK, we're passionate about engineering and product development that delivers real value. Put simply, we're committed to building something remarkable together – for businesses in Tichular, New South Wales, Australia and across the country.