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Swajal Aparadh

Swajal Aparadh

Data Analyst

7+ yrs exp 95 · Outstanding

About

Data Analyst with experience in financial data analytics, business intelligence, pharmaceutical analytics, and hospitality operations. Skilled in SQL, Python, Power BI, Tableau, and Excel for data extraction, transformation, validation, dashboard development, KPI reporting, financial statement analysis, and reporting automation. Experienced in analyzing financial data and earnings metrics for publicly listed companies, building executive-ready visualizations, and improving reporting efficiency. NASSCOM FutureSkills Prime Gold-certified, with Google, IBM, and UC Davis credentials.

Skills & Expertise (33)

SQL Advanced
8.5/10
8
Years Exp
Python Advanced
8.2/10
8
Years Exp
Power BI Advanced
8.0/10
3
Years Exp
Excel Advanced
8.0/10
8
Years Exp
Dashboard Development Advanced
8.0/10
3
Years Exp
Financial Statement Analysis Advanced
8.0/10
8
Years Exp
Data Analysis Advanced
8.0/10
8
Years Exp
Business Intelligence Advanced
8.0/10
8
Years Exp
Financial data analysis Advanced
8.0/10
8
Years Exp
Data Visualization Advanced
8.0/10
8
Years Exp
Tableau Advanced
7.8/10
3
Years Exp
scikit-learn Advanced
7.5/10
8
Years Exp
NumPy Advanced
7.5/10
8
Years Exp
Pandas Advanced
7.5/10
8
Years Exp
Stakeholder Reporting Advanced
7.5/10
8
Years Exp
Data Modeling Advanced
7.5/10
8
Years Exp
ETL Advanced
7.5/10
8
Years Exp
Data Cleaning Advanced
7.5/10
8
Years Exp
Reporting Automation Advanced
7.5/10
8
Years Exp
KPI Reporting Advanced
7.5/10
8
Years Exp
Data Validation Advanced
7.5/10
8
Years Exp
Data Transformation Advanced
7.5/10
8
Years Exp
Data Extraction Advanced
7.5/10
8
Years Exp
DAX Advanced
7.0/10
3
Years Exp
Excel Macros Advanced
7.0/10
3
Years Exp
MySql Advanced
7.0/10
3
Years Exp
Jira Intermediate
6.5/10
3
Years Exp
GitHub Intermediate
6.0/10
3
Years Exp
Streamlit Intermediate
6.0/10
2
Years Exp
Financial Services Intermediate
6.0/10
5
Years Exp
Pharmaceutical Intermediate
6.0/10
5
Years Exp
Real Estate Intermediate
6.0/10
5
Years Exp
Hospitality Intermediate
6.0/10
5
Years Exp

Work Experience

Business Intelligence (Freelance)

Czario Consultancy Services Pvt. Ltd.

Present - Present

Clean, validate, and calculate quarterly and annual GAAP financial data for publicly listed companies, including Revenue, Gross Profit, Operating Expenses, Net Income, EPS, and margin metrics. Perform financial statement analysis and transform earnings data into Sankey charts, Bar charts, and Bridge charts to visualize financial flows, performance drivers, and period-over-period changes. Develop investor-focused earnings dashboards and financial-flow visualizations to support clear and timely analysis of company performance. Build and refresh underlying financial datasets during earnings periods, ensuring data accuracy and consistency for same-day publication of earnings insights. Collaborate with reporting and research teams to validate financial figures, identify data discrepancies, and meet tight earnings-period publication timelines.

Data Analyst | Contract

UR HRO Consultancy - Invengene Pvt Ltd

Oct 2025 - Dec 2025

Analyzed LRP and IMS pharmaceutical datasets to support business strategy, product forecasting, and market planning. Extracted, transformed, and validated pharmaceutical data using SQL and Excel. Cross-verified product and market information using FDA Orange Book and Axiom Database. Performed data-quality checks and reconciled source information to improve the reliability of analytical outputs.

Data Analytics Intern

AI Variant

Aug 2024 - May 2025

Built 10+ interactive dashboards in Power BI, Tableau, and Excel across Insurance, Manufacturing, and HR Analytics. Designed Power BI dashboards that improved reporting efficiency by 30% and automated MIS processes, reducing manual effort by 40%. Developed dashboards for claims analysis, customer segmentation, manufacturing defect rates, attrition, and employee performance. Applied data transformation, KPI tracking, exploratory analysis, and visualization techniques to operational data.

Front Office Executive

Mellora Infrastructure

Jan 2024 - Jun 2024

Managed visitor records, scheduling, and front-office operations. Maintained operational reports and administrative data using Excel. Coordinated internal logistics and stakeholder communications.

Front Office Executive

CBRE South Asia Pvt. Ltd.

Apr 2023 - Jan 2024

Prepared Monthly Management Reports (MMR) and Quarterly Business Reviews (QBR) using Excel and Business Intelligence tools. Supported operational reporting, KPI tracking, and client-facing analytics. Supported data collection and reporting activities using Excel and BI tools.

Hospitality Operations Experience

IFBE Fine Dining Restaurant, Grand Hyatt Mumbai, Sofitel Mumbai BKC

Oct 2017 - Oct 2022

Managed reservations, guest operations, reporting, inventory tracking, and service analytics. Prepared daily operational reports and monitored guest satisfaction metrics. Coordinated with cross-functional teams to support customer experience and operational efficiency.

Education

Data Analytics | Science Certification (Upskilling Program) - Excelr

2024 - 2025 · Afghanistan

Bsc.in Hospitality & Hotel Management - Anjuman-I-Islam's Institute

2014 - 2017 · Afghanistan

Certifications

NASSCOM FutureSkills Prime - Certificate Program in Data Analyst

· 2026

NASSCOM FutureSkills Prime - Masters Program in Data Science

· 2026

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Profile Score Breakdown

📷 Photo 10/10
📄 Resume 10/10
💼 Job Title 10/10
✍️ Bio 10/10
🛠️ Skills 20/20
🎓 Education 10/10
⏱️ Experience 15/15
💰 Rate 0/5
🏆 Certs 5/5
✅ Verified 5/5
Total Score 95/100

Profile Overview

Member sinceOct 2026

Availability Details

Visa Status

Citizen

Relocation

Depends on Offer