AI & Machine Learning Services for Allans Flat 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 Allans Flat 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 Allans Flat 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 Allans Flat 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.

In the heart of rural Victoria, we're proud to serve businesses across Allans Flat, Victoria, Australia with reliable engineering solutions that drive growth and innovation. For over two decades, COLETEK has established itself as a multidisciplinary Australian engineering and product development company, built on a foundation of trust and collaboration.

Based in Allans Flat, Victoria, Australia, we've worked with clients from various industries to develop custom solutions that meet their unique needs. Whether you're an entrepreneur or business owner, our team of experts will work closely with you to understand your challenges and design innovative products or systems that transform your operations.

COLETEK's national reputation for reliability, innovation, and quality has earned us the trust of clients across Australia. Our capabilities extend from concept development to production-ready designs, ensuring seamless integration into your existing processes. As a one-stop engineering partner, we'll work tirelessly to ensure your projects are delivered on time, within budget, and exceeding expectations.

Our team's passion for innovative engineering solutions has enabled us to build long-lasting relationships with clients operating throughout Allans Flat, Victoria, Australia. Whether you're seeking custom product development, system integration, or process optimization solutions, COLETEK is committed to helping your business thrive in the ever-changing landscape of regional and national industries.

In a rapidly evolving market, it's essential to have a trusted partner who can help you stay ahead of the curve. At COLETEK, we're dedicated to delivering exceptional engineering services that drive results for businesses in Allans Flat, Victoria, Australia and nationwide. Let our team become your integral partner in product development, helping you launch new products, streamline operations, or optimize performance.