AI & Machine Learning Services for Auburn Vale 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 forAuburn Vale 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 Auburn Vale 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 forAuburn Vale 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 the Heart of Auburn Vale: COLETEK's Commitment to North West Slopes, New South Wales

When it comes to the thriving community of Auburn Vale, nestled within the picturesque North West Slopes region of New South Wales, you can rely on COLETEK as your trusted partner in business growth and development. As a locally-owned Australian company, we understand the unique needs and challenges faced by entrepreneurs, small businesses, and large corporations alike in this vibrant area.

With our extensive experience and national reach, we're well-equipped to tackle complex projects and provide tailored support that meets your specific requirements. Our team of experts is dedicated to delivering innovative solutions, fostering strong relationships with local businesses, and contributing to the continued prosperity of Auburn Vale and the North West Slopes region.

At COLETEK, we pride ourselves on building trust through integrity, transparency, and open communication. This unwavering commitment to our clients has earned us a reputation as a reliable and proactive partner in the Australian business landscape. Whether you're looking for guidance with business strategy, operational improvement, or market expansion, you can count on our expertise and dedication to help drive your success.

We believe that local businesses hold the key to Auburn Vale's continued growth and development. As such, we actively support and empower entrepreneurs, owners, and managers through informed insight, innovative strategies, and actionable advice. By working together with like-minded individuals and organizations, we can create a brighter future for Auburn Vale and its people.

In conclusion, COLETEK is committed to being a trusted and engaged partner in the Auburn Vale community. We're proud to call this beautiful region our home and look forward to playing an active role in shaping its future growth. If you're ready to take your business to the next level or simply require guidance on how to thrive in today's fast-paced market, Contact Us and let us help you unlock your full potential.