AI & Machine Learning Services for Speewa 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 forSpeewa 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 Speewa 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 forSpeewa 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.

The Heart of Country Business: COLETEK in Speewa, Murray & Riverina, New South Wales, Australia

Proudly based in the picturesque region of Speewa, Murray & Riverina, New South Wales, Australia, COLETEK is a respected and innovative Australian company that is deeply invested in supporting local businesses and communities. Our team of experts has been working closely with entrepreneurs, farmers, and industry leaders for decades, helping them achieve their goals and overcome challenges. As the regional heartbeat of commerce, Speewa, Murray & Riverina plays an integral role in the national economy. This fertile land, known for its rich agricultural heritage, diverse industries, and strong community spirit, has always been our home base. Our team members are passionate about contributing to this region's growth, from supplying essential services to providing tailored advice and support.

A trusted partner for local businesses

COLETEK is more than just a business – we're your neighbor, committed to fostering a positive impact on the community. As your trusted national partners, we understand the unique challenges faced by your regional organization. Our experienced staff will take the time to listen to your needs and work with you to find creative solutions. For years now, COLETEK has been proudly serving the communities across Speewa, Murray & Riverina. We're dedicated to working closely alongside local businesses, recognizing the importance of their role in the region's prosperity. Whether you're an established player or a start-up looking for guidance, our door is always open.

Fresh approach, national scope

While we pride ourselves on an intimate understanding of Speewa, Murray & Riverina's diverse landscape, our expertise knows no bounds. Our team members are well-travelled and have experience working across regional Australia, offering informed insights and support wherever needed. Here at COLETEK, we're not afraid to think outside the box and adopt fresh approaches to meet the evolving needs of your business. You can rely on our collective knowledge to navigate complex regulatory requirements, identify new opportunities, and tackle challenges as they arise. Our door is always ajar in Speewa, Murray & Riverina.

Your partner for innovative growth

As a regional leader, we know that innovation, creativity, and forward-thinking are the keys to success. COLETEK is committed to delivering cutting-edge solutions tailored to your unique circumstances. We'll help you navigate regulatory frameworks, develop targeted marketing campaigns, and forge vital connections within local networks. In harmony with Speewa, Murray & Riverina's agricultural roots and entrepreneurial spirit, we're here to support the growth of your organization – wherever your passions may take you. Let us be your partner in driving success across the region that has always been our home. Contact Us