AI & Machine Learning Services for Goolma 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 forGoolma 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 Goolma 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 forGoolma 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 Rooted in Goolma: Your Local Partner for Business Growth

Nestled on the Central West Slopes of New South Wales, Australia, lies the charming town of Goolma - a hub for agriculture, manufacturing, and community spirit. As part of this vibrant region, COLETEK proudly calls Goolma home, dedicating ourselves to empowering local businesses just like yours.

No stranger to the challenges faced by regional enterprises, our team has cultivated an in-depth understanding of the unique needs and aspirations that define our community. With a collective passion for innovation and collaboration, we're committed to being your trusted friend in business, helping you navigate the complexities and seize opportunities in Goolma and beyond.

As a nationally recognized company with extensive national reach, COLETEK leverages its expertise and comprehensive suite of solutions to help local businesses flourish. Our reputation for delivering tailored support, unparalleled customer service, and unwavering commitment to trust sets us apart from generic consulting firms or tech companies without a pulse on the local heartbeat.

When choosing a partner to drive growth, stability, and success in Goolma, it's essential to consider a company that not only has your best interests at heart but is also deeply rooted in the community. At COLETEK, we're more than just contractors; we're integral members of the Goolma fabric, invested in its prosperity and eager to share our expertise with you.

By working closely with us, you'll discover the value of having a knowledgeable ally who understands your specific needs, respects your values, and fosters long-term relationships. As your trusted advisors, we'll empower you to make informed decisions, optimize operations, and capitalize on emerging opportunities - all while maintaining our unwavering commitment to excellence.

So why settle for anything less? Partner with COLETEK today and let's grow together in Goolma! Contact Us