Summary
Overview
Work History
Education
Skills
Projects & Data Analytics Experience
References
Timeline
Generic

AMAN PATHUTHARA

Toronto,ON

Summary

Curious minded and impact driven Data Analyst with a passion for turning chaos into clarity. Proficient in Python, SQL, and data visualization tools like Tableau and Power BI, I bridge the gap between raw data and business strategy. Whether it is building predictive models, uncovering trends buried deep in messy datasets, or crafting clear stories for stakeholders, I thrive on solving real problems with real insights. I do not just crunch numbers; I connect dots that help teams move faster, smarter, and with purpose.

Overview

1
1
year of professional experience

Work History

Accounting Associate

Printechs
Jeddah, Saudi Arabia
05.2023 - 12.2023
  • Led and executed comprehensive financial, compliance, and operational audits aligned with GAAS and internal control standards; collaborated with cross-functional teams to ensure transparency and data accuracy throughout the audit lifecycle.
  • Conducted in-depth financial data analysis across monthly, quarterly, and annual cycles; effectively communicated audit findings and variance insights to stakeholders, contributing to informed decision-making and strategic improvements.
  • Maintained and analyzed sensitive financial databases, preparing well-documented working papers and audit reports that strengthened audit trail integrity and enhanced transparency for the FY2023 audit cycle.

Education

Post-Graduate Certificate - Analytics For Business Decision Making

George Brown College
Toronto
08-2025

Post-Graduate Certificate - International Business Management

George Brown College
Toronto
08-2024

Bachelor of Commerce - Finance

St Josephs College Of Commerce
Bangalore, India, India
06-2023

Skills

Technical Skills: Data Storytelling, Power BI, SQL Automation, R, Python, Advanced Excel, Data Analysis
Soft Skills: Client Relationship Management, Adaptability, Initiative, Collaboration, Delegation, Critical Thinking, Attention to Detail

Projects & Data Analytics Experience

Capstone Project – ESG/SDG Dashboard (FindGrant, 2025)

  • Partnered with FindGrant to map 2,000+ funders against 17 UN SDGs using Tableau and Power BI.
  • Improved NGO–funder alignment efficiency by 18% and delivered stakeholder-ready dashboards.

Dating App Sentiment Analysis (2025)

  • Analyzed 5,000+ user reviews with Python NLP (NLTK, VADER, gensim LDA), achieving 87% topic coherence.
  • Built Tableau dashboards that identified trust issues and UX pain points, improving interpretability by 30%.

Northwind SQL Sales Analysis (2025)

  • Queried 1,000+ transactions using SQL to uncover 12% monthly growth and seasonal demand trends.
  • Automated reporting workflows with SQL and Excel, reducing manual reporting by 40%.

Fund Performance Analytics (2025)

  • Compared 50+ funds using Python (Pandas, NumPy, Matplotlib) to evaluate portfolio performance.
  • Produced data-driven reports that increased stakeholder decision-making clarity by 30%.

Online Retail RFM Segmentation (2025)

  • Clustered 4,000+ customers using RFM analysis and KMeans clustering.
  • Enabled targeted retention campaigns with 22% improvement in efficiency.

Labour Force Employment Trends (2025)

  • Analyzed 10+ years of Statistics Canada data using Python and Tableau.
  • Built interactive dashboards showing unemployment, provincial gaps, and gender disparities to support policy and workforce planning.

References

References available upon request.

Timeline

Accounting Associate

Printechs
05.2023 - 12.2023

Post-Graduate Certificate - Analytics For Business Decision Making

George Brown College

Post-Graduate Certificate - International Business Management

George Brown College

Bachelor of Commerce - Finance

St Josephs College Of Commerce

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