AI & Machine Learning Services for Deniliquin 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 forDeniliquin 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 Deniliquin 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 forDeniliquin 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 Deniliquin, Murray & Riverina: COLETEK's Commitment to Local Success

In the heart of New South Wales, Australia, where the Murray and Riverina regions meet, lies a hub of agricultural and commercial activity - Deniliquin. This charming town is part and parcel of our country's rich history and heritage. At COLETEK, we're proud to be a trusted Australian company that has been working tirelessly to support local businesses and communities in this region for years.

With a strong presence in Deniniqui nand the surrounding areas of the Murray & Riverina, we've established ourselves as dedicated partners to entrepreneurs, farmers, and industry players. By being deeply rooted in our community, we're better equipped to understand the unique challenges and opportunities that come with operating a business in this region.

As a national player with local expertise, COLETEK brings together the best of both worlds - a deep understanding of regional dynamics and a keen eye for innovation. Our commitment is unwavering; we're dedicated to empowering our clients with tailored solutions, expert guidance, and unparalleled support. Whether you're just starting out or looking to scale your operation, we'll be right by your side every step of the way.

We take immense pride in our reputation as a trusted partner for local businesses. We don't just understand the intricacies of the Deniliquin market - we live and breathe them. Our team is comprised of seasoned professionals with a passion for delivering high-calibre results that meet, and often exceed, our clients' expectations.

It's not just about us, though; it's about you and your business. That's why we pride ourselves on being agile, responsive, and innovative. We adapt to the ever-changing landscape of Deniliqui nand beyond, ensuring that our solutions remain relevant, effective, and future-proof

If you're looking for a local partner that truly gets it - one that shares your vision, understands your goals, and is willing to roll up its sleeves to achieve them - then we're the team for you. We look forward to collaborating with businesses in the Deniliquin, Murray & Riverina region, helping them grow stronger, more resilient, and more successful