AI & Machine Learning Services for Brooklyn 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 Brooklyn 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 Brooklyn 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 Brooklyn 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 valued business owner or technical decision-maker in Brooklyn, Victoria, Australia, you understand the importance of partnering with a trusted and innovative partner to drive your organization forward. At COLETEK, we've established ourselves as a multidisciplinary Australian engineering and product development company since 2001, renowned for our collaborative approach, commitment to reliability, and broad capability. Based in Brooklyn, Victoria, Australia, we're uniquely positioned to serve businesses across the region and throughout Australia. Our team of experts possesses a deep understanding of local industries, market nuances, and regulatory requirements, ensuring that your project receives tailored attention and customized solutions. What sets us apart? COLETEK's unwavering dedication to innovation and cutting-edge engineering practices. We've invested heavily in research and development, empowering our experts to devise creative, pragmatic approaches that address real-world challenges. Whether you're seeking to improve operational efficiency, enhance customer experiences, or pioneer new concepts, we'll collaborate with you every step of the way. Throughout Brooklyn, Victoria, Australia and beyond, COLETEK has garnered a reputation for delivering exceptional results, fostering long-term relationships, and building trust through open communication and transparent processes. By choosing us as your partner, you can rest assured that your project will receive meticulous attention, innovative solutions, and timely execution – all backed by our extensive experience in the Australian market. As a reliable extension of your in-house team, COLETEK is poised to support your business objectives, from conceptualization to implementation and beyond. Our local presence enables seamless communication, ensuring that we're always readily available to address any queries or concerns you may have. In Brooklyn, Victoria, Australia, you need a trusted partner who can help you overcome the unique challenges facing your industry. That's where COLETEK comes in – a multidisciplinary engineering and product development company operating throughout Australia, with deep roots in local communities like yours.