LOGANATHAN SAMBATH

Data Analyst

Tiruvannamalai, Tamil Nadu, India 80 · Excellent

About

Results-driven Data Analyst fresher with expertise in SQL, Python, Advanced Excel, Power BI, and Tableau. Skilled in ETL, data modeling, statistical analysis, and business intelligence (BI) dashboard development, with hands-on exposure to machine learning through predictive modeling. Proven ability to turn raw datasets into measurable, decision-ready insights. Recently completed the Tata GenAI-Powered Data Analytics Job Simulation (Forage), applying generative AI tools to a 500-customer delinquency prediction dataset and delivering a credit risk analysis and collections strategy presentation.

Skills & Expertise (22)

Python Intermediate

6.5/10

Years Exp

Pandas Intermediate

6.5/10

Years Exp

SQL Intermediate

6.5/10

Years Exp

Data Cleaning Intermediate

6.5/10

Years Exp

Problem Solving Intermediate

6.5/10

Years Exp

EDA Intermediate

6.5/10

Years Exp

Data Interpretation Intermediate

6.5/10

Years Exp

Predictive Modeling Intermediate

6.5/10

Years Exp

Reporting Intermediate

6.0/10

Years Exp

KPI Tracking Intermediate

6.0/10

Years Exp

Advanced Excel Intermediate

6.0/10

Years Exp

Logistic Regression Intermediate

6.0/10

Years Exp

Dashboard Development Intermediate

6.0/10

Years Exp

Business Intelligence Intermediate

6.0/10

Years Exp

Tableau Intermediate

6.0/10

Years Exp

Power BI Intermediate

6.0/10

Years Exp

Data Modeling Intermediate

6.0/10

Years Exp

Statistical Analysis Intermediate

6.0/10

Years Exp

Data Transformation Intermediate

6.0/10

Years Exp

ETL Intermediate

6.0/10

Years Exp

NumPy Intermediate

6.0/10

Years Exp

IBM SPSS Intermediate

5.5/10

Years Exp

Work Experience

Data Analytics Job Simulation

Citi MQA Program

Present - Present

Analyzed a Coffee Futures Contract scenario and prepared a Structured Securities Proposal. Performed exploratory data analysis and summarized findings in an EDA Summary Report.

Data Analytics Job Simulation

Tata Group (Forage)

Present - Present

Performed exploratory data analysis and risk profiling. Built predictive models for delinquency forecasting. Created business reports and dashboards.

Data Analytics Job Simulation

Quantium (Forage)

Present - Present

Conducted customer analytics and data preparation. Performed experimentation and uplift testing. Applied analytics techniques to retail datasets.

Data Analytics Job Simulation

Deloitte (Forage)

Present - Present

Applied analytics techniques to business datasets. Performed analytical assessments.

Data Analytics Job Simulation

Tata GenAI Powered Data Analytics (Forage)

Jul 2026 - Jul 2026

Worked on a real 500-customer delinquency prediction dataset (16% delinquency rate) using GenAI-powered analytics tools. Produced a credit analysis report for Green Solutions Manufacturing Ltd. and a predictive model plan recommending Logistic Regression. Delivered a business summary report and an AI-powered collections strategy presentation.