<ul>
<li class="MsoNormal">Contributed to the Integrated GIS Enterprise Project, a CIDCO initiative to strengthen spatial data infrastructure for urban planning.</li>
<li class="MsoNormal">Verified land records (7/12 extracts, village maps, survey records) for the Centre of Excellence and CIDCO CLaIMS Portal to support planning and land management decisions.</li>
<li class="MsoNormal">Benchmarked GIS portals across cities to recommend improvements for planning data systems.</li>
</ul>