AI & Machine Learning Services for Toongabbie 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 Toongabbie 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 Toongabbie 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 Toongabbie 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 multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation as a reliable partner for businesses across Toongabbie, New South Wales, Australia. Our national presence enables us to support organisations of all sizes, from small startups to large corporations, throughout Australia.

When it comes to innovative solutions and expert engineering capabilities, our team stands out as a trusted authority. With extensive experience in various industries and sectors, we've developed a unique understanding of the challenges faced by local businesses like yours, operating in Toongabbie, New South Wales, Australia. Our commitment to collaboration and customer-centric approach ensures that you receive tailored support that addresses your specific needs.

At COLETEK, we're passionate about empowering local businesses with the capabilities they need to thrive in the competitive market of Toongabbie, New South Wales, Australia. Operating throughout Australia has given us unparalleled insight into the region's unique characteristics and trends. Our national reach enables us to stay ahead of the curve, leveraging cutting-edge technologies and engineering expertise to drive innovative solutions.

Our comprehensive approach encompasses a broad range of disciplines, including mechanical, electrical, software, and product development. By taking this multidisciplinary approach, we're able to provide end-to-end support that addresses the full spectrum of your business needs. Whether you require design for manufacturability, testing and validation services, or expert technical guidance, our team is dedicated to delivering exceptional value to businesses like yours in Toongabbie, New South Wales, Australia.

As a regional partner with national reach, COLETEK offers unparalleled reliability and capability to local businesses operating in Toongabbie, New South Wales, Australia. If you're seeking a trusted engineering and product development partner that understands your unique challenges and aspirations, look no further. Let us support you in driving innovative solutions that propel your business forward.