This document outlines Shruti Mukhtyar's contact information and experience with GIS/database analysis using tools like ArcGIS 10, MS Access, and MS Excel. It also lists Python modules she has experience with like ArcPy for GIS tasks, xlrd and xlwt for Excel files, Numpy for numerical analysis, and Pyodbc for connecting to Access databases. Finally, it mentions some web mapping tools like MapNik and GeoDjango for building mapping applications.

1. Shruti MukhtyarGIS/Database Analyst ArcGIS 10, MS Access, MS Excel 601 Union Street, Suite 600 Seattle, Washington 98101 206.292.2078

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3. Python Modules ArcPy geographic data analysis, data conversion, data management, and map automation xlrd, xlwt excel file reader and writer Numpy number crunching Pyodbc works with Access 3

4. Web Mapping MapNik open source mapping toolkit GeoDjango framework for building GIS web applications 4

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