AI & Machine Learning Services for Nashdale 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 for Nashdale 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 Nashdale 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 for Nashdale 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.

Nashdale, New South Wales, Australia is a thriving region, rich in history and natural beauty. As local business owners continue to drive growth and innovation, it's essential to partner with trusted experts who can help bridge the gap between technology and community needs. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and a reputation for reliability, we're proud to serve businesses across Nashdale, New South Wales, Australia, as well as throughout Australia. As your go-to partner, we pride ourselves on our ability to collaborate with local organizations, understanding their unique challenges and aspirations. By combining engineering expertise with innovative thinking, we help businesses in Nashdale, New South Wales, Australia overcome technical hurdles and stay ahead of the curve. Whether you're an established leader or emerging player in your industry, COLETEK is committed to providing tailored support that meets your distinct needs. What sets us apart? Our comprehensive approach to engineering and product development allows us to tackle complex projects head-on, ensuring seamless integration with existing systems and infrastructure. We take pride in fostering strong relationships with our clients, built on trust, open communication, and a results-driven mindset. By putting your business first, we work together to turn vision into reality. When you partner with COLETEK for engineering and product development services, you can expect: * A deep understanding of local market dynamics and trends * Innovative solutions that cater to the unique needs of Nashdale, New South Wales, Australia businesses * Proven expertise in a wide range of industries and sectors * Collaborative approach that puts your goals at the forefront If you're looking for a reliable partner to help drive growth and prosperity in Nashdale, New South Wales, Australia, we invite you to explore our capabilities further. As COLETEK, we're dedicated to building lasting relationships with local businesses and communities – let's work together to bring your vision to life.