AI & Machine Learning Services for Lakemba 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 Lakemba 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 Lakemba 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 Lakemba 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 businesses in Lakemba, New South Wales, Australia navigate the complexities of innovation and growth, they require a partner that can deliver trusted engineering solutions to ensure their continued success. At COLETEK, we pride ourselves on being a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on reliability, collaboration, and capability, we're dedicated to supporting businesses across Lakemba, New South Wales, Australia, as they strive for excellence. Throughout our nearly two decades of operation, we've consistently demonstrated our ability to adapt to the evolving needs of local industries. Whether you're a startup or an established player in the Lakemba, New South Wales, Australia business community, COLETEK is committed to helping you overcome technical challenges and stay ahead of the curve. As a trusted engineering partner based in Lakemba, New South Wales, Australia, we understand the unique requirements of local businesses. We take pride in our ability to tailor our expertise to meet the distinct needs of each client, empowering them to achieve their goals. Our team works closely with clients across Lakemba, New South Wales, Australia, fostering lasting relationships built on trust and a deep understanding of the local market. By partnering with COLETEK, businesses in Lakemba, New South Wales, Australia can rest assured that they'll receive innovative, effective solutions to their engineering challenges. We're committed to helping you drive growth, improve efficiency, and stay competitive in today's fast-paced marketplace. Let’s build something remarkable together.