Hi, I’m Lalitha.

I’m an independent researcher and developer working on open, public-interest data and software. My work centers on building careful, well-documented infrastructure — the kind that reduces friction for researchers and practitioners and enables clear, reproducible analysis.

I spend most of my time on deep, unhurried work: standardizing messy real-world data, designing schemas and workflows, and maintaining tools that are meant to be used quietly over time rather than launched loudly.

Sponsorship supports this mode of working. It helps me maintain existing projects, improve data quality and documentation, and take the time needed to do things properly without optimizing for visibility or speed.

I aim for outputs that are open, neutral in language, and broadly useful. If you value public-interest infrastructure that prioritizes care, clarity, and long-term usefulness, your support helps sustain it.