AI & Machine Learning Services for Soldiers Hill 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 Soldiers Hill 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 Soldiers Hill 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 Soldiers Hill 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.

As a trusted engineering and product development company established in 2001, we're proud to have earned a reputation as one of the most reliable and innovative players in the Australian industry. Our national presence means we're well-equipped to support businesses across Soldiers Hill, Victoria, Australia, and beyond.

With over two decades of experience, we've developed a unique multidisciplinary approach that combines engineering expertise with a deep understanding of business operations. Whether you're looking to scale your product line, optimize processes, or drive innovation, our team is committed to delivering tailored solutions that meet the specific needs of local businesses in Soldiers Hill, Victoria, Australia.

We're not just an outside-in consultant; we're a trusted partner that takes the time to understand your business goals and challenges. Our collaborative approach ensures that our engineering prowess is aligned with your organizational objectives, resulting in products and solutions that drive real results for you and your customers.

As a local business owner or technical decision-maker operating within Soldiers Hill, Victoria, Australia, you can rest assured that COLETEK's team of experts will work closely with you to understand your unique requirements and provide tailored support. We're committed to helping businesses in this area thrive by leveraging our expertise in product development, engineering, and innovation.

We take pride in being a vital part of the Australian business landscape, supporting companies throughout Soldiers Hill, Victoria, Australia, from concept to production and beyond. Our presence here enables us to deliver unmatched support to local clients who value reliability, collaboration, and capability.