AI & Machine Learning Services for Mount Harris 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 forMount Harris 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 Mount Harris 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 forMount Harris 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.

Cooperative Solutions for Mount Harris and the Central West Slopes

A region steeped in Australian heritage, the Mount Harris area is a testament to the country's natural beauty and community spirit. At COLETEK, we're proud to call this region home and to be committed to providing trusted support for local businesses operating within the Central West Slopes of New South Wales.

For decades, COLETEK has been at the forefront of national innovation, dedicated to fostering strong partnerships between Australian companies like yours. Our team's industry expertise ensures seamless integration with your existing operations, allowing you to focus on what matters most – growing and thriving in this picturesque region.

In an area renowned for its stunning natural landscapes and rich cultural heritage, we understand the unique challenges faced by local businesses looking to establish themselves or expand their operations. That's why COLETEK is poised to provide a tailored approach to meet your distinct needs, combining the best of national reach with a deep understanding of the regional context.

As a locally-based company, our extensive footprint across New South Wales means you can rely on us for unwavering support. Our team will work collaboratively with yours to develop customized strategies that tackle the specific challenges facing businesses in Mount Harris and beyond.

We take pride in our reputation as a trusted Australian business partner, built on years of delivering results-driven solutions to clients from this region and across the country. That's why local businesses turn to COLETEK when they require innovative, locally-sensitive support for their growth aspirations.

If you're seeking a reliable ally to help take your Mount Harris-based business to new heights, look no further than COLETEK. Our roots are firmly planted in this region, and our commitment to upholding local values – such as authenticity, friendliness, and a strong work ethic – makes us uniquely equipped to serve the needs of businesses like yours.

By partnering with COLETEK, you can rest assured that your business will receive the support it deserves. Our combined strength lies in balancing the nation's resources with local insights and expertise, guaranteeing you the most effective solutions for your Mount Harris-based enterprise.