AI & Machine Learning Services for Buffalo 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 Buffalo 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 Buffalo 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 Buffalo 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 proud residents of Buffalo, Victoria, Australia, you deserve an engineering partner that understands your unique needs and challenges. COLETEK is a multidisciplinary Australian engineering and product development company established in 2001 with a reputation built on reliability, collaboration, and capability. Our teams are dedicated to serving businesses across Buffalo, Victoria, Australia, just like yours, providing innovative solutions that drive growth and prosperity. Operating throughout Buffalo, Victoria, Australia and beyond, we've earned our place as a trusted partner for a diverse range of industries. From agricultural innovators to manufacturers, and from entrepreneurs to established companies, our expertise covers a broad scope. Our experienced professionals draw on their deep understanding of the region's distinct culture, environment, and regulatory landscape to deliver tailored engineering services that meet your specific needs. When it comes to product development, you can count on COLETEK's team to craft innovative solutions that address real-world challenges. We work closely with businesses in Buffalo, Victoria, Australia, to design, develop, and implement products that meet exacting standards for quality, performance, and reliability. Whether you're looking to enhance existing processes or launch new ones, our collaborative approach ensures seamless integration of engineering services into your operations. COLETEK's long history of delivering high-quality results has earned us a reputation as trusted consultants and partners in Buffalo, Victoria, Australia. By combining innovative thinking with technical expertise, we empower local businesses like yours to innovate, optimize, and thrive. Whether you're seeking to improve existing products or launch new ones, our local knowledge and national reach make us the ideal partner for your engineering needs. We're proud to be part of the Buffalo, Victoria, Australia community, and we're committed to supporting its growth and development. When you choose COLETEK as your engineering partner, you can rest assured that you'll receive personalized attention, cutting-edge expertise, and a shared commitment to excellence.