AI & Machine Learning Services for Harman 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 Harman 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 Harman 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 Harman 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 multidisciplinary engineering and product development company established in 2001, COLETEK has proudly served businesses across Harman, Australian Capital Territory for over two decades. Our team of experienced engineers, designers, and innovators have developed remarkable products and solutions that transform industries. Operating from our base in Harman, Australian Capital Territory, we take pride in our reputation as a reliable partner for local businesses seeking to drive growth and innovation. COLETEK's innovative approach is built upon the foundation of our national presence and extensive experience in engineering and product development. We've had the privilege of working with clients across various sectors, from manufacturing and technology to healthcare and defense. Our portfolio includes a diverse range of products and solutions that showcase our capability to adapt and evolve. In Harman, Australian Capital Territory, we're committed to collaborating with local businesses to drive their success. We take time to understand their unique challenges, goals, and aspirations, and leverage our expertise to deliver tailored engineering and product development solutions. Whether you're a start-up or an established player, COLETEK is dedicated to supporting your growth and innovation. Our team of experts is passionate about developing high-performance products that meet the demands of Harman, Australian Capital Territory's business community. We're driven by our commitment to delivering exceptional results that exceed client expectations. Our reputation for reliability, trustworthiness, and unwavering dedication has earned us a spot as a sought-after partner for businesses across Australia. As you navigate the ever-evolving landscape of product development and engineering in Harman, Australian Capital Territory, remember that COLETEK is here to support your journey. We're a trusted companion that can help you drive growth, improve efficiency, and stay ahead of the competition.