AI & Machine Learning Services for Merrygoen 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 forMerrygoen 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 Merrygoen 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 forMerrygoen 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.

A Trusted Partner for Merrygoen's Growing Businesses

Celebrating its unique blend of heritage and innovation, the Central West Slopes region is a hotbed of growth and opportunity. As a local community, residents and entrepreneurs alike can count on COLETEK to provide the necessary expertise and support to help their businesses thrive.

From our humble beginnings in Merrygoen, we've evolved into a trusted Australian company with a national reach that spans the country. Yet, at the heart of it all remains our commitment to connecting with local communities just like yours.

In this picturesque corner of New South Wales, Australia, where rolling hills meet stunning vistas and rich history, COLETEK takes pride in being your go-to partner for trust, innovation, and local presence. Our team brings together a wealth of experience gained by working hand-in-hand with businesses from the ground up – an authentic understanding that sets us apart and drives our collaborative approach.

As Merrygoen's economy continues to expand, COLETEK stands ready to contribute to its growth while fostering long-term relationships built on mutual respect. We believe in being an integral part of the fabric, not just a distant provider of services – ensuring that your regional business receives the personalized care it needs to succeed.

What sets us apart? Our deep roots in local communities like Merrygoen mean we're uniquely positioned to address unique challenges faced by businesses in the area. By leveraging our national perspective and cutting-edge expertise, you can rely on COLETEK for actionable insights tailored specifically to your needs.

Merrygoen, Central West Slopes, New South Wales, Australia – a place where community spirit runs deep and opportunities abound. COLETEK is right there beside you every step of the way, backing local entrepreneurs like yourself with the guidance, support, and resources needed to thrive in today's fast-paced economy.

Contact Us