AI & Machine Learning Services for Rathmines 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 forRathmines 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 Rathmines 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 forRathmines 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.

Empowering Local Businesses in Rathmines, West Lake Macquarie, New South Wales, Australia

Rathmines, a thriving suburb within West Lake Macquarie, New South Wales, Australia, is a hub of entrepreneurial spirit and community pride. As a trusted Australian company, COLETEK is committed to supporting local businesses in this vibrant area.

As experts in providing tailored solutions for businesses of all sizes, we understand the unique needs of local entrepreneurs in Rathmines. Our team has extensive experience working with businesses across the nation, and we're proud to call West Lake Macquarie our home turf.

At COLETEK, we believe that strong relationships are built on trust, innovation, and a deep understanding of the local community. Our national presence means we can deliver top-notch solutions to Rathmines businesses, while our local roots enable us to tailor our approach to address the distinct needs of this region.

We're passionate about empowering local businesses in Rathmines to thrive in today's competitive landscape. Whether you're a start-up or an established business looking to take the next step, we'll work closely with you to develop strategies that drive growth and success.

Our expertise is not just about delivering exceptional results, but also about being a trusted partner for businesses in Rathmines. We understand the importance of community engagement and our teams are actively involved in local initiatives, ensuring our presence goes beyond mere transactional relationships.

If you're a business owner or decision-maker in Rathmines looking for a trusted ally to help drive your vision forward, look no further than COLETEK. Our team is here to support you every step of the way, from strategy development to execution and growth.