AI & Machine Learning Services for Neville 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 forNeville 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 Neville 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 forNeville 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.

Serving Neville and Beyond: A Trusted Partner for Central Tablelands Businesses

Nestled in the heart of the New South Wales' Central Tablelands, Neville is a thriving community that proudly calls the region home. As a respected name in Australian business consulting, COLETEK has had the privilege of serving local enterprises like yours, fostering growth and success throughout the area.

With our humble beginnings and continued commitment to supporting businesses in the Neville district, we've established ourselves as a trusted partner for entrepreneurs seeking guidance and expertise. As an Australian company with national reach, we understand the unique challenges and opportunities that come with operating in regional areas like Central Tablelands.

Coletek's foundation is built on trust – we believe in developing long-lasting relationships with our clients through exceptional service, uncompromised integrity, and innovative approaches to business challenges. Our experienced team has a deep understanding of local market dynamics, permitting us to tailor our solutions to meet the specific needs of Neville-based businesses.

We take pride in being part of the fabric that weaves the Neville community together. By working closely with businesses in the area, we're able to identify and address local pain points, fostering an environment conducive to innovation and economic growth. This connection enables us to stay ahead of the curve by recognizing emerging trends and opportunities that shape the region's future.

Coletek is dedicated to supporting the Neville community in achieving its full potential. Our commitment extends beyond providing expert advice; we're invested in empowering local businesses to thrive, creating jobs, and driving prosperity in the region. By drawing upon our collective expertise, we empower your organization to seize new opportunities, build resilience, and navigate the complexities of regional operations.

Whether you're looking to enhance your operational efficiency, expand your market reach, or simply need guidance on navigating local regulations – COLETEK stands ready to assist. As a trusted partner, we're committed to supporting local Neville businesses in realizing their growth aspirations.