AI & Machine Learning Services for Tingha 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 forTingha 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 Tingha 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 forTingha 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 Tingha and Surrounds: COLETEK's Commitment to Local Business Support

In the heart of New South Wales, Australia, lies the beautiful town of Tingha, nestled within the North West Slopes region. As a proud Australian company, COLETEK is dedicated to supporting local businesses and communities like yours through our extensive experience, national reach, and commitment to trust.

Located in the same time zone as Tingha, we empathize with the unique challenges faced by regional business owners. With an intimate understanding of the regional market, we develop tailored solutions that cater specifically to your needs. Whether you're just starting out or looking to scale, our goal is to help you achieve success while building strong relationships within the community.

As a trusted Australian company, COLETEK prides itself on being locally present and engaged in the area. We believe in fostering long-term partnerships that prioritize collaboration over competition. By leveraging our expertise, resources, and knowledge of local market conditions, we empower regional businesses to flourish and contribute positively to the community.

In a rapidly changing business landscape, it's essential to stay ahead of the curve without sacrificing trust or quality. COLETEK has earned its reputation for innovation through continuous improvement, industry insights, and cutting-edge solutions tailored to your specific needs. Our commitment to keeping pace with the latest trends ensures you remain at the forefront of your market.

With a strong presence across Australia, including Tingha and North West Slopes, we're dedicated to making a positive impact on the local economy. By supporting regional businesses like yours, we contribute to job creation, revenue growth, and community development – ultimately enhancing the quality of life for residents in this picturesque region.

Whether you're seeking expert guidance, seeking investment opportunities, or looking to establish strong connections with local suppliers, COLETEK is your partner in success. By choosing us, you can rest assured that we'll stand by your side every step of the way – providing unwavering support and commitment to your Tingha-based business.

In the words of our CEO, "At COLETEK, we believe that local businesses are the backbone of strong, thriving communities. Our mission is to empower regional entrepreneurs, like ours in Tingha and North West Slopes, to achieve their dreams while fostering a culture of trust, innovation, and collaboration."