AI & Machine Learning Services for Little Jacks Creek 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 for Little Jacks Creek 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 Little Jacks Creek 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 for Little Jacks Creek 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.

Coletek has been a trusted partner for businesses across Little Jacks Creek, New South Wales, Australia, since 2001. As a multidisciplinary engineering and product development company, we've established ourselves as leaders in our field, renowned for delivering innovative solutions that drive results.

We're proud to have a local presence in Little Jacks Creek, New South Wales, Australia, and are committed to supporting the regional economy through our work with local businesses. Our team of experts has a deep understanding of the unique challenges faced by companies operating in this area, and we're dedicated to helping them overcome these hurdles.

Coletek's national reputation is built on the strength of our partnerships, collaboration, and reliability. We take the time to listen to our customers' needs, work closely with their teams, and deliver solutions that meet their specific requirements. Our capabilities extend across a broad range of sectors, including defense, aerospace, construction, and manufacturing.

We're based in Little Jacks Creek, New South Wales, Australia, and operate throughout the region, providing on-ground support to businesses looking to improve their operations, expand their offerings, or diversify their revenue streams. Our expertise spans engineering design, product development, testing, and certification – everything we do is informed by a deep understanding of our customers' needs.

Coletek has earned a reputation for delivering high-quality solutions that exceed expectations. By leveraging our multidisciplinary skills and comprehensive approach, we help businesses in Little Jacks Creek, New South Wales, Australia – and beyond – achieve their goals and stay ahead of the curve.