AI & Machine Learning Services for Valery 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 forValery 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 Valery 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 forValery 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.

COLETEK: Your Partner in Business Success on the Mid North Coast of New South Wales, Australia

Nestled along the stunning coastline of the Mid North Coast, Valery is a thriving community that embodies the spirit of rural Australia - warm, welcoming, and full of life. As a trusted Australian company with deep roots in this region and beyond, COLETEK is committed to supporting the growth and prosperity of local businesses like yours.

For decades, we've been dedicated to empowering entrepreneurs and business owners across the country, from the rolling hills of Southern New South Wales to the bustling cities. Our extensive national reach allows us to share our expertise with organizations in Valery and surrounding areas, tackling the unique challenges they face while tapping into our comprehensive knowledgebase.

When you choose COLETEK as your trusted advisor, you can rest assured that we're more than just a business partner - we're a local presence that truly understands the needs of the Valery community. Our team is well-versed in the distinct characteristics of this region, from its agricultural heritage to its thriving tourist attractions. We know what it takes to succeed here and are committed to providing tailored support that caters to your specific goals and objectives.

Relying on our collective expertise as a trusted Australian company allows us to drive innovation and creativity in the services we deliver. Our team is constantly adapting, refining, and enhancing their skills to ensure you have access to the latest best practices, cutting-edge technologies, and industry insights. By combining this expertise with our local presence and national reach, we empower Valery businesses to thrive on a level playing field.

COLETEK stands out as a trustworthy partner due to our unwavering commitment to transparency, honesty, and collaboration. We believe that building long-term relationships with local organizations is essential for sustained growth and success. Our staff are knowledgeable about the Mid North Coast's specific requirements, from environmental regulations to regional policies.

Situated in Valery and serving the surrounding areas, COLETEK is poised to support your business on its journey towards excellence. If you're seeking a trusted ally to navigate the intricacies of this vibrant region, look no further than COLETEK - we're here to empower local businesses like yours.