AI & Machine Learning Services for New Chum 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 forNew Chum 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 New Chum 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 forNew Chum 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.

Supporting Local Businesses in New Chum, Brisbane, Queensland, Australia: Partnering with COLETEK

New Chum, nestled in the heart of Brisbane, Queensland, Australia - a thriving community that embodies the spirit of entrepreneurship and innovation. At COLETEK, we understand the importance of working closely with local businesses to drive growth, build strong connections, and create lasting impacts on this vibrant area.

With over [number] years of experience in providing trusted support to Australian businesses, COLETEK has established itself as a reliable partner for entrepreneurs and organizations seeking stability, expertise, and forward-thinking solutions. Our national reach enables us to leverage innovative technologies and best practices while staying deeply rooted in the local community.

As a proud champion of New Chum's entrepreneurial landscape, we recognize the value of building trust with our clients by understanding their unique challenges, goals, and aspirations. By doing so, we empower them to focus on their core strengths, knowing that our expertise will be there to guide them along every step.

Our commitment to innovation is unwavering; we prioritize staying at the forefront of industry developments, ensuring that our clients have access to cutting-edge tools, knowledge, and insights. By sharing these resources, we enable successful companies like yours to stay ahead of the curve and seize new opportunities in New Chum.

At COLETEK, local presence is crucial - it allows us to truly grasp the pulse of the community, fostering meaningful connections that lead to lasting partnerships. Our team takes pride in being actively involved in local events, participating in initiatives that drive positive change, and supporting organizations that contribute to New Chum's continued growth.

If you're seeking a trusted ally for your business or organization in New Chum, Brisbane, Queensland, Australia, look no further than COLETEK. We invite you to explore the breadth of our expertise and national reach, knowing that we share your passion for building lasting success and contributing positively to this remarkable community. Together, let's drive progress and prosperity in New Chum – start by Contacting Us today!

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