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
Toronto08-2025
Post-Graduate Certificate - International Business Management
George Brown College
Toronto08-2024
Bachelor of Commerce - Finance
St Josephs College Of Commerce
Bangalore, India, India06-2023
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