AI & Machine Learning Services for Long Point 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 forLong Point 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 Long Point 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 forLong Point 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.

Empowering Local Businesses in Long Point, Upper Hunter Valley, New South Wales, Australia

In the picturesque region of Long Point, Upper Hunter Valley, New South Wales, Australia, COLETEK is committed to supporting local businesses and communities that call this beautiful area home. As a trusted Australian company with extensive national reach, we understand the unique challenges and opportunities that arise from being part of this thriving community.

We've had the privilege of working alongside business owners, entrepreneurs, and innovators across Long Point and beyond, helping them achieve their goals and build lasting success stories. Our team has a deep understanding of the local economy, culture, and demographics, allowing us to offer tailored solutions that cater specifically to the needs of our clients in this region.

Situated in the heart of Australia's Upper Hunter Valley, Long Point is an area renowned for its natural beauty, rich history, and strong sense of community. As a local business, we recognize the importance of fostering strong relationships with our neighbors and fellow entrepreneurs, working together to drive growth, create jobs, and preserve the unique character of this special place.

C Coleman & Associates' commitment to Long Point goes beyond just providing expert services – it's about being an integral part of the community. We take pride in supporting local charities, events, and initiatives that make a positive impact on the area we're honored to serve.

Our focus is on building trust with our clients, by delivering innovative solutions, exceptional service, and unparalleled industry expertise. At COLETEK, you can rest assured that you'll receive guidance from professionals who truly understand your needs and goals, backed by years of experience and a national reputation for excellence.

We're proud to be part of the fabric of Long Point's business community, working hand-in-hand with like-minded individuals who share our passion for growth, innovation, and local development. Whether you're an established business or just starting out, we'd love the opportunity to work together, leveraging our expertise to drive success in your venture.