AI & Machine Learning Services for Thrumster 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 forThrumster 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 Thrumster 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 forThrumster 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.

Experience and Expertise in Thrumster, Mid North Coast, New South Wales, Australia

Located in the picturesque region of Thrumster, on the stunning Mid North Coast of New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses across this beautiful area. With its strong presence and commitment to supporting local commerce, COLETEK boasts unparalleled experience in delivering tailored solutions that meet the unique needs of Thrumster's thriving business community.

Nestled between the Coffs Harbour and Port Macquarie regions, Thrumster is an idyllic hub for innovation and entrepreneurship. With its breathtaking coastline, lush forests, and vibrant wildlife, this charming area attracts numerous tourists and locals alike. Amidst this picturesque backdrop, COLETEK has become a beacon of reliability, offering unparalleled expertise to local businesses seeking to grow their operations.

As a trusted Australian company, COLETEK takes pride in its nation-wide reach, yet remains deeply invested in the specific needs and challenges faced by Thrumster's business owners. Our extensive experience working with enterprises across this region has equipped our team with the knowledge and skills necessary to address even the most pressing industry concerns.

At COLETEK, we understand the importance of fostering strong local connections. This is why we strive to build long-lasting relationships with Thrumster's business leaders, providing them with the guidance and support required to drive growth, improve efficiency, and excel in a competitive market.

Safety, ingenuity, and creativity have become hallmarks of our approach at COLETEK. We take pride in embracing innovative approaches to solve the unique challenges faced by Thrumster's businesses, always keeping their needs and goals top-of-mind. Our commitment to collaboration and transparency sets us apart from other organizations, allowing you to trust us with your most critical decisions.

As we continue to empower Thrumster's entrepreneurs with our unparalleled expertise, we remain dedicated to cultivating a sense of community – one that nurtures growth, fosters partnerships, and celebrates the unique spirit of this enchanting region. Join forces with COLETEK today and discover the transformative power of expert guidance in shaping your business for long-term success.