AI & Machine Learning Services for Hoskinstown 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 Hoskinstown 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 Hoskinstown 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 Hoskinstown 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.

As the heartbeat of New South Wales, Hoskinstown is a thriving community that demands innovative and reliable engineering solutions to drive its growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a proven track record of delivering exceptional results. Based in Hoskinstown, New South Wales, Australia, we take pride in our national reputation for being a trusted partner to businesses across the region, from the city to the country.

With over two decades of experience in fostering collaborative relationships, COLETEK understands the importance of building strong partnerships with local businesses. Our expertise extends beyond simply offering services – it's about empowering your organization to achieve its goals through our capabilities in engineering and product development. Whether you're a startup or an established player in Hoskinstown's diverse economy, we're dedicated to serving businesses across New South Wales, Australia, by providing tailored solutions that meet their unique needs.

We take pride in our reliability, working closely with clients to ensure that their projects are completed efficiently and effectively. Our engineers and product developers are committed to delivering high-quality results, leveraging the latest technologies and innovative thinking to drive success. Throughout our history, COLETEK has established itself as a reputable player in Australia's engineering landscape, serving businesses throughout the country.

In Hoskinstown, New South Wales, Australia, we've gained a reputation for being a trusted advisor, offering expert guidance and support to help local businesses overcome challenges and seize opportunities. Whether you're looking to optimize an existing process or pioneer a new innovation, our multidisciplinary team is well-equipped to provide the engineering solutions your organization needs to thrive in today's fast-paced business environment.

As we continue to grow and evolve, our commitment to Hoskinstown's businesses remains unwavering. We're dedicated to being a positive force in the community, supporting local initiatives and fostering collaborative relationships that benefit the region as a whole. By partnering with COLETEK, you can trust that your organization will receive expert guidance and support from a team that truly understands the unique challenges and opportunities facing businesses in Hoskinstown, New South Wales, Australia.