AI & Machine Learning Services for Humula 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 forHumula 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 Humula 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 forHumula 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.

Supporting Humula, South Central and New South Wales Businesses: COLETEK's Local Commitment

Nestled in the picturesque landscapes of South Central, New South Wales, Australia, Humula is a thriving community that prides itself on its warm hospitality and strong sense of identity. As a trusted Australian company with deep roots in this region, COLETEK is committed to supporting businesses like yours in Humula and beyond. With decades of combined experience in delivering tailored solutions and exceptional customer service, our team has earned a reputation for being approachable, trustworthy, and innovative. We take pride in knowing that our expertise can make a tangible difference in the lives of local business owners, entrepreneurs, and community members who are striving to achieve their goals. Whether you're just starting out or looking to scale your operations, COLETEK is here to guide you every step of the way. As a national player with a strong local presence, we understand that no two businesses are alike. Our understanding of the unique challenges and opportunities faced by Humula's business community has allowed us to develop solutions that address the specific needs of this region. We're proud of our ability to draw on our expertise from across the country to provide tailored support for businesses in South Central New South Wales, including those based in Humula. What sets COLETEK apart is our commitment to building lasting relationships with our clients and being a trusted partner who truly understands the local landscape. Our team takes the time to get to know you, your business, and your goals, ensuring that our solutions are finely tuned to meet your specific needs. By putting our expertise at your disposal, we enable you to focus on what matters most – growing your business and contributing to the prosperity of Humula and its community. At COletteK, we're passionate about empowering local businesses like yours to achieve success in a rapidly changing environment. Our passion is matched only by our commitment to providing exceptional support and guidance, ensuring that you have the tools and resources needed to thrive in today's fast-paced business world. So why not get in touch with us today to discover how our expertise can help your business flourish in Humula, South Central New South Wales? Contact Us