AI & Machine Learning Services for Mallan 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 forMallan 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 Mallan 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 forMallan 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.

Succeeding in the Heart of New South Wales: COLETEK's Commitment to Mallan, Murray & Riverina Businesses

Located in the picturesque region of Mallan, Murray & Riverina, New South Wales, Australia, COLETEK has been proudly serving local businesses and communities for years. Our strong ties to this vibrant area have earned us a reputation as trusted advisors and innovators, dedicated to helping entrepreneurs, startups, and established companies alike achieve their goals.

The rural charm of Mallan, Murray & Riverina offers a unique blend of picturesque landscapes, rich agricultural heritage, and thriving industries. At COLETEK, we understand the distinct challenges and opportunities that come with operating in this region, which is why our team has honed its expertise to cater specifically to the needs of local businesses.

As a national company with a strong presence in Mallan, Murray & Riverina, we're committed to delivering high-calibre support and resources to businesses in our community. Whether you're just starting out or looking to scale up, our team will work collaboratively with you to identify opportunities, streamline processes, and drive growth.

We take pride in being an integral part of the local business ecosystem, building lasting relationships with clients who trust us to have their best interests at heart. Our innovative approach not only benefits your company but also contributes to the overall prosperity and development of our community.

In a region known for its agricultural richness and entrepreneurial spirit, we're proud to call Mallan, Murray & Riverina home. By partnering with COLETEK, you'll enjoy access to a wealth of knowledge, skills, and expertise honed in this very same local landscape.

When you need trusted guidance to navigate the challenges and opportunities of doing business in Mallan, Murray & Riverina, count on COLETEK. We're dedicated to supporting the growth of our community by providing tailored solutions that drive success and help businesses thrive.