AI & Machine Learning Services for Outtrim 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 Outtrim 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 Outtrim 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 Outtrim 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 national player in the engineering and product development space, COLETEK is proud to serve businesses across Outtrim, Victoria, Australia. With over 20 years of experience, our multidisciplinary team has established itself as a leader in delivering innovative solutions that meet the unique needs of local industries. Since its inception in 2001, COLETEK has built a strong reputation for reliability and collaboration. Our ability to operate throughout Australia, from regional areas like Outtrim, Victoria, Australia to metropolitan hubs, sets us apart from our competitors. We understand the complexities and challenges faced by businesses in these regions and are committed to providing tailored support that drives growth and success. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts brings together diverse skillsets in mechanical, electrical, software, and mechanical engineering to develop innovative products and solutions that address the needs of various industries. Based in Outtrim, Victoria, Australia, we are perfectly positioned to support local businesses and entrepreneurs. When it comes to addressing specific challenges or developing new product lines, COLETEK's capabilities shine brightest. Our team is dedicated to working closely with clients to understand their unique requirements and develop customized solutions that drive business outcomes. Whether you're looking to enhance existing operations, optimize processes, or bring a new idea to life, our expertise in engineering and product development makes us an ideal partner for businesses across Outtrim, Victoria, Australia. For Outtrim, Victoria, Australia-based businesses, COLETEK offers the reliability, flexibility, and technical expertise required to succeed. We understand that every business has unique needs, and we're committed to delivering tailored support that drives growth and success. By partnering with us, you can trust that your engineering and product development projects will be in good hands. Let's build something remarkable together.