Saloni Kumari

I am a Computer Vision and Machine Learning engineer focused on building production-ready AI solutions that solve real-world infrastructure and agricultural problems. I design, implement, and evaluate state-of-the-art models, and manage end-to-end ML pipelines on cloud infrastructure.

At RoadMetrics AI I led development of multiple production-grade computer vision models, built scalable evaluation scripts, enforced annotation QA, and optimized model precision–recall for deployment. I have experience with YOLO, CNNs, OpenCV, Streamlit, and cloud platforms, and I produce detailed technical reports to guide deployment decisions.

I take ownership of the full ML lifecycle—from data preparation and model training to evaluation, reporting, and deployment—delivering reliable, scalable systems that meet real-world constraints and business needs.