AI & Machine Learning Services for Mandagery 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 forMandagery 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 Mandagery 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 forMandagery 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.

Nurturing Growth in Mandagery: COLETEK's Commitment to Community Development

Situated in the heart of New South Wales, Australia, Mandagery is a charming community nestled within the picturesque Central West Slopes region. As locals and business owners alike continue to thrive, COLETEK proudly stands out as a trusted partner for entrepreneurs seeking expertise, guidance, and unwavering support within our thriving economy. With our offices in Mandagery, we're uniquely positioned to serve the diverse needs of local businesses, drawing on decades of experience working with enterprises across Australia.

COLETEK's roots run deep in local soil, driven by a passion for empowering regional growth and development. Our story began at the grassroots level, where we understood the specific challenges faced by small-to-medium-sized businesses (SMBs) seeking to establish and expand operations within their respective communities. By leveraging our broad national reach and expertise, COLETEK has successfully equipped SMBs across the country with the tools, knowledge, and support needed to overcome these hurdles and unlock new opportunities.

Trust is at the core of everything we do at COLETEK. As a proudly Australian company, we take pride in being an integral part of local business ecosystems like Mandagery's, where relationships are built on honesty, transparency, and commitment. Our teams have spent years cultivating these connections, enabling us to offer tailored solutions that address the distinctive needs of regional enterprises and entrepreneurs.

At the forefront of innovation, COLETEK continues to drive digital transformation within the nation's business landscape. This forward-thinking approach has allowed us to stay abreast of the latest trends, best practices, and technological advancements, making us a valuable resource for local business owners seeking cutting-edge solutions and guidance.

In Mandagery, we're proud to play a vital role in fostering community development by supporting local job creation, economic growth, and social innovation. By putting our clients at the very center of everything we do, we empower them with the confidence to take calculated risks, invest in their futures, and contribute to the vibrant fabric of this thriving regional community.

With COLETEK as your trusted partner, you can rest assured that you're not just getting a provider – you're gaining access to expert know-how, strategic insight, and tireless advocacy for your Mandagery-based business. We invite you to join our ranks of satisfied clients who've come to rely on our unwavering commitment to local growth and prosperity.