AI & Machine Learning Services for Gingkin 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 Gingkin 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 Gingkin 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 Gingkin 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 partner for businesses across Gingkin, New South Wales, Australia and throughout the country, COLETEK has earned its reputation as a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts possesses unparalleled experience, innovative spirit, and dedication to our clients. With a strong presence in this area, we take pride in supporting local businesses in their pursuit of innovation and growth. Whether you're looking to boost efficiency, enhance customer experiences, or develop cutting-edge products, COLETEK's engineering expertise is at your service. Our team collaborates closely with clients to understand their unique needs and design solutions tailored to meet those requirements. COLETEK boasts a proven track record of delivering reliable, scalable, and maintainable solutions that empower businesses in Gingkin, New South Wales, Australia to excel. As a trusted advisor, we leverage our capabilities in engineering and product development to address the distinct challenges faced by local businesses. Our team's depth of knowledge and expertise allows us to tackle complex projects with confidence. What sets COLETEK apart is our unwavering commitment to collaboration, innovation, and customer success. We operate throughout Australia, including Gingkin, New South Wales, Australia, serving businesses across various sectors. As a well-established company in this region, we understand the unique challenges faced by local businesses and are dedicated to providing tailored support. Based in Gingkin, New South Wales, Australia, COLETEK is poised to support your business growth and innovation. Our team's expertise spans the entire lifecycle of product development, from concept design to production and deployment. At COLETEK, we believe that our reputation as a trusted partner will continue to grow through our unwavering commitment to delivering exceptional results, fostering strong relationships with clients based in Gingkin, New South Wales, Australia, and the broader community. We're dedicated to empowering local businesses across this remarkable region by providing innovative solutions built on years of experience.