AI & Machine Learning Services for Teralba 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 forTeralba 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 Teralba 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 forTeralba 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.

Your Trusted Partner in Teralba, East Lake Maquarie: COLETEK

Located in the heart of New South Wales, Australia, Teralba is a thriving community that embodies the essence of regional living. As part of the scenic East Lake Maquarie region, our charming town boasts a unique blend of natural beauty and small-town charm. At COLETEK, we're deeply rooted in this wonderful area – and committed to supporting local businesses and families who call Teralba home.

For over two decades, our team has been dedicated to building strong relationships with entrepreneurs, start-ups, and established organizations across Australia. Our national reach spans from the bustling cities to picturesque towns like Teralba, where we've developed a deep understanding of local needs and challenges. As your trusted partner in innovation, growth, and development, we're proud to bring our expertise to this vibrant community.

At COLETEK, you can count on us for unwavering support and guidance. We're not just experts – we're neighbors who care about the people and businesses that shape Teralba's fabric. Our commitment to local presence means we're always readily available to lend a helping hand or share our insights, should you need them. Whether you're looking to launch a new venture, expand your reach, or simply navigate the ups and downs of business ownership, we'll be your trusted ally.

Coletek's roots run deep in Australian soil – and that's what sets us apart. We're not just consultants; we're champions for local growth. By partnering with us, you can harness our collective knowledge, expertise, and passion to drive lasting success. So why choose COLETEK? Simple: because our commitment to your business is matched only by our love for the Teralba community.

We believe in empowering local businesses like yours to thrive and grow, not just with advice or services, but with genuine support and care. That's what sets us apart. You won't find any generic corporate jargon or cookie-cutter solutions from us; instead, you'll get personalized attention, tailored guidance, and proven strategies that work in Teralba.

Ready to take your business to the next level? Rest assured, COLETEK is here for you – every step of the way. Visit our website, give us a call, or drop by our local office anytime. We can't wait to help you build a brighter future in Teralba and beyond.