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.

We're proud to be a trusted partner for businesses in Brooklyn, New South Wales, Australia, offering expertise that spans product development, engineering, and more. Since 2001, we've been supporting local companies, helping them overcome challenges and achieve their goals.

As a multidisciplinary Australian company with a national reputation, we've developed a unique capacity to collaborate effectively with clients from diverse industries. Our team combines cutting-edge knowledge with practical experience to deliver innovative solutions that drive business success. Whether you're looking to launch a new product, optimize operations, or simply seek expert guidance, COLETEK is here to support your journey.

We operate throughout Brooklyn, New South Wales, Australia, and beyond, serving businesses across the region who value our commitment to reliability, collaborative spirit, and commitment to delivering results. Our team is passionate about engineering innovation and dedicated to understanding the unique challenges facing local businesses. By partnering with COLETEK, you can tap into this expertise and unlock new opportunities for growth.

Based in Brooklyn, New South Wales, Australia, we take pride in being a locally founded company that truly understands the needs of our community. We're proud to be part of the region's fabric, working closely with businesses to create jobs, stimulate economic development, and contribute to the prosperity of Brooklyn's diverse economy.

To remain at the forefront of innovation, we prioritize ongoing investment in research and development, ensuring that our knowledge stays current and relevant to the needs of Brooklyn-based companies. This enables us to deliver cutting-edge solutions that address the evolving challenges facing local businesses and pave the way for a brighter future.