Center for Improving Youth Justice logoCurrently an Extern @Center for Improving Youth Justice
sonali Sankar portrait

Early-career data analyst focused on clear insight

I translate data into usable findings, with hands-on externship experience in data analytics for youth justice.

Work samples

A collection of data-cleaning, analysis, and presentation work completed during my Data Analytics externship with the Center for Improving Youth Justice and other early-career tasks.

  • Data Analytics Externship with Center for Improving Youth Justice
    Data Analytics Externship with Center for Improving Youth Justice
    Center for Improving Youth Justice logo

    Center for Improving Youth Justice · ✅ Verified by Extern · ⏱️ In progress

    Data Analytics Externship with Center for Improving Youth Justice

    A data analytics externship with the Center for Improving Youth Justice, focused on analyzing administrative and incident datasets to surface patterns in juvenile facility outcomes.

    Data AnalysisPythonData VisualizationStatistical Research

About me

I translate data into usable findings, with hands-on externship experience in data analytics for youth justice.

I’m Sonali Sankar, and I’m building my career in data and analysis. I completed a Data Analytics externship with the Center for Improving Youth Justice, where I focused on transforming data into clear, actionable insights.

Externships

Data Analytics Externship with Center for Improving Youth Justice

Center for Improving Youth Justice

Experience

Specialty Pharmacy Liaison

Caremetx LLC-Bethesda MD

Third Party Liaison

Cencora · 09/2023 – 10/2025

Patient Access Consultant

Cencora · 03/2021 – 09/2023

Senior Reimbursement Consultant

Cencora · 11/2015- 09/2016

Quality Analyst

Cencora · 11/2013 – 11/2015

Education

Montgomery College

Data Analysis Certification

Coursera

Oracle Specialization Certificate

SNDT College

Bachelor of Commerce · Class of 2000

Skills

Data cleaningData analysisData presentationSpreadsheet workBasic data visualization

✅ Verified by Extern · ⏱️ In progress

Data Analytics Externship with Center for Improving Youth Justice

A data analytics externship with the Center for Improving Youth Justice, focused on analyzing administrative and incident datasets to surface patterns in juvenile facility outcomes.

Data AnalysisPythonData VisualizationStatistical Research

Overview

The externship worked with CIYJ's multi‑year juvenile facility datasets, including incident reports, demographic records, and surveys. The project established analytical foundations and produced correlation-based analyses to test common assumptions about staff ratios, training, and facility outcomes. The work documented which dataset features were appropriate for correlational analysis and which

Data Analytics Externship with Center for Improving Youth Justice

What I've accomplished

I produced an exploratory audit of the CIYJ dataset, recording variable types, missing values, and data quirks, and delivered a shared spreadsheet with exploration notes and initial cleaning suggestions.

Project breakdown

I explored the CIYJ dataset, inspected the five files, cleaned and annotated variables, and recorded data-quality notes and initial observations in a shared spreadsheet for later correlational analysis.

Google Sheets
Access
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