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 forTichular 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 forTichular 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.

Building Stronger Businesses in Tichular, Central Tablelands, New South Wales, Australia

Nestled alongside the rolling hills and rich agricultural land of the Central Tablelands, Tichular is a vibrant hub that embodies the heart of regional Australia. Its businesses are as diverse as they are resilient, with a strong sense of community and collaboration at their core.

As a long-standing Australian company, we've had the privilege of working alongside local businesses like those in Tichular for many years. Our team understands the distinct challenges and opportunities that come with operating in this region, from navigating agricultural markets to embracing digital innovation.

At COLETEK, trust is the cornerstone of our relationships with clients across the land, including Tichular. We take pride in being a reliable partner, offering expertise, guidance, and unwavering support. Our national reach has allowed us to develop and refine best-practice solutions that benefit businesses of all sizes and sectors.

Our team is committed to innovation and staying abreast of the latest trends, ensuring our clients receive cutting-edge advice tailored to their specific needs. For those in Tichular looking to grow, expand, or simply keep pace with the ever-changing business landscape, we're eager to bring our expertise to the table.

While we may be a national company, our roots are firmly planted in local communities like Tichular's. We believe it's essential to understand the unique rhythms and pulse of regional Australia, knowing that every area has its own distinct character, strengths, and challenges.

In Tichular and beyond, COLETEK is dedicated to supporting the growth and prosperity of local businesses through collaboration, trust, and innovative thinking. As your trusted partner, we stand ready to help you navigate the complexities of modern business and seize new opportunities.