AI & Machine Learning Services for Forest Grove 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 forForest Grove 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 Forest Grove 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 forForest Grove 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.

A Trusted Partner for Forest Grove Businesses: COLETEK's Commitment to Central Tablelands, New South Wales, Australia

In the heart of the Australian countryside lies Forest Grove, a charming town in the Central Tablelands that embodies the country spirit and rich natural heritage. As local business owners strive to make their mark on this vibrant community, they turn to trusted partners who understand the rhythms of life and commerce in the area.

COLETEK is proud to be one such partner, with a long history of supporting entrepreneurs and small businesses in Forest Grove and beyond. Our national reach means we're equipped to tackle diverse challenges, while our local presence enables us to stay nimble and responsive to your unique needs.

As an Australian company rooted in the values of trust, innovation, and community involvement, COLETEK is dedicated to fostering long-term relationships with clients in Forest Grove. We take pride in being more than just a business partner – we're neighbours who care about the people and environments that matter most to you.

When it comes to getting things done in this beautiful region, you can count on COLETEK to deliver expert guidance, tailored solutions, and unwavering support. Whether you're launching a new venture or seeking to boost your existing operations, our team is here to help you overcome any obstacle and achieve your goals.

As the Central Tablelands continue to evolve and grow, so too do the opportunities for innovation and progress in Forest Grove. COLETEK is committed to being at the forefront of this journey, empowering local entrepreneurs and businesses to shape their own futures and build a brighter future for our community