AI & Machine Learning Services for Lake Brewster 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 forLake Brewster 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 Lake Brewster 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 forLake Brewster 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.

Lake Brewster, Murray & Riverina's Trusted Partner: COLETEK

As the heart of Australia's food bowl, Lake Brewster, Murray & Riverina region is a thriving community that relies on local businesses and organizations to drive growth and development. At COLETEK, we're committed to supporting these efforts by providing trusted expertise and innovative solutions tailored to our region's unique needs.

Nestled in the midst of New South Wales, Lake Brewster, Murray & Riverina is a cherished area known for its picturesque landscapes, rich history, and strong community spirit. Our team at COLETEK understands the importance of this region, which is why we've made it our mission to be a trusted partner for local businesses looking to expand their reach, improve operations, or simply navigate the ever-changing regulatory landscape.

We take pride in being an Australian-owned and operated company with a reputation built on trust, reliability, and a deep understanding of regional-specific challenges. Our extensive experience in serving various industries means we're well-equipped to tackle complex issues and provide expert guidance that benefits our clients across the entire Lake Brewster, Murray & Riverina region.

As a national player with local roots, COLETEK maintains strong ties with neighboring towns, cities, and rural areas, ensuring our solutions are relevant, practical, and effective for businesses in this unique environment. We're dedicated to supporting local economic growth by fostering partnerships and collaborations that drive value creation and innovation.

This commitment to the Lake Brewster, Murray & Riverina community is evident in everything we do – from crafting tailored strategies to offering cutting-edge support services. Our expertise extends beyond borders, with national coverage ensuring seamless communication and execution of projects. This comprehensive approach empowers our clients to navigate the complexities of modern business while maintaining a strong local presence.

At COLETEK, we believe in empowering local businesses, organizations, and communities across Lake Brewster, Murray & Riverina. We're proud to call this region home and look forward to supporting its continued growth and prosperity. If you're part of the vibrant business landscape here, rest assured that our team has your back. Let us put our expertise to work for you – contact us today and take the first step towards a brighter future.