AI & Machine Learning Services for Lochinvar 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 forLochinvar 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 Lochinvar 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 forLochinvar 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.

Serving Lochinvar and the Lower Hunter Valley: COLETEK's Commitment to Community Excellence

Imagine having a trusted partner by your side as you navigate the ever-changing landscape of business in Lochinvar, Lower Hunter Valley, New South Wales, Australia. At COLETEK, we're proud to be exactly that – a locally-rooted company with national reach and expertise that's dedicated to helping businesses like yours thrive. As you explore our website, you'll quickly discover that we've been honing our skills for over [X] years, working closely with entrepreneurs, small business owners, and industry leaders across the land. Our extensive experience has given us a unique understanding of what it takes to succeed in today's fast-paced market – from identifying hidden opportunities to streamlining operations and maximising efficiency. What sets us apart is our unwavering commitment to putting local at the forefront of everything we do. We believe that businesses like yours are the backbone of Lochinvar's vibrant community, and it's our privilege to support them every step of the way. By working together, we can drive growth, create jobs, and build a brighter future for everyone in this beautiful region. At COLETEK, you'll find a team that embodies trust, innovation, and a genuine love for the Lower Hunter Valley. We're not just technicians; we're problem-solvers who genuinely care about making a positive impact. From the moment you get in touch with us, you can rest assured that we'll be dedicated to helping you achieve your goals, no matter how lofty they may seem. So why settle for anything less when you can have the best? Look to COLETEK as your trusted partner in Lochinvar and beyond. With our guidance, expertise, and community-centric approach, there's truly no limit to what we can accomplish together. Ready to take the next step in unlocking your full potential? Explore our website further or get in touch with us directly today – [Contact Us](/contact/)