Saloni.cv - Data Analyst | SQL | Python | Power BI

About

Highly detail-oriented Data Analyst with hands-on experience in SQL, Python, and Power BI, specializing in data cleaning, reporting automation, and advanced business performance analysis. Proven track record of developing scalable dashboards and delivering actionable insights, with a focus on customer segmentation, recovery analytics, and financial operations to drive efficiency and data-driven decisions in the fintech sector.

Work Experience

Data Analyst

CredResolve Pvt. Ltd.

Dec 2024 - Dec 2025

Gurugram, Haryana, IN

As a Data Analyst at CredResolve Pvt. Ltd., Saloni Kumari drives data-driven decision-making and operational efficiency by analyzing NBFC portfolios, building automated dashboards, and delivering actionable recovery insights to cross-functional teams.

Led the analysis of 10+ NBFC portfolios, encompassing over 100,000 borrower records using SQL and Python, to generate critical recovery insights.
Developed and deployed automated dashboards with SQL and Power BI, saving 10+ hours weekly in manual reporting and empowering real-time, data-driven decision-making.
Identified key drivers of loan defaults through in-depth cohort and trend analysis of EMI behavior, DPD status, and collection patterns.
Delivered actionable recovery insights to 1,000+ agents and managers via Jatayu (internal fintech mobile app), enhancing operational efficiency and strategic decision support.
Collaborated with cross-functional field operations and risk teams to optimize targeting strategies, achieving a 12% increase in contact-to-collection efficiency.

Education

Data Analytics

Masai School

Jan 2024 - Dec 2024

Science

Magadh University

Jan 2020 - Dec 2023

Projects

Auto Dashboard Generator (Streamlit)

Aug 2023 - Dec 2023

Developed a Streamlit-based tool to automate the generation of charts and dashboards from uploaded data, significantly reducing manual effort and empowering non-technical users.

CRM Sales Dashboard - Power BI

Aug 2023 - Dec 2023

Constructed an interactive Power BI dashboard to integrate and analyze CRM data, providing critical insights into sales funnel performance and supporting strategic sales decisions.

Languages

English

Skills

Programming Languages

Python
SQL

Python Libraries

Pandas
NumPy
Matplotlib
Seaborn
Scikit-learn
BeautifulSoup
Requests

SQL Databases & Concepts

MySQL
PostgreSQL
Joins
Subqueries
CTEs
Window Functions

Data Analysis

EDA (Exploratory Data Analysis)
Data Wrangling
Feature Engineering
KPI Tracking
Reporting

Machine Learning

Regression
Classification
Tree-based Models
Scikit-learn

Data Visualization

Power BI
Streamlit
Looker Studio
Excel Dashboards

Tools & Software