Souravdeep Singh
DATA ANALYST
DATA ANALYST
I turn complex data into clear business decisions, using Python, SQL, Power BI, Tableau, and AWS to build analytics solutions that actually ship.
I help organizations turn data into actionable insights, building analytics solutions that bridge technical capability and real business value.
Most recently, I built and deployed a production cloud data dashboard using Amazon Athena and Power BI at Halight to automate scheduled refresh reporting cycles, a system used by leadership daily. I hold a Post-Graduate Diploma in Data Analytics for Business from St. Clair College and a Bachelor of Business Administration (Computer Applications) from SPPU Pune University, graduating with Distinction.
Beyond analytics, I served as VP of the Student Representative Council representing 10,000+ students, and sat on the Transit Windsor Advisory Board, so I'm comfortable presenting data to executives, government officials, and non-technical decision makers.
Technical foundation: Python (Pandas, NumPy, scikit-learn), SQL (HackerRank Advanced), AWS (Athena, S3), Tableau, Power BI, and applied machine learning for business problems.
SRC and Transit Windsor Advisory Board: analyzing complex challenges, weighing priorities, contributing to decisions affecting thousands of people.
Presented data findings to board members, government officials, and college administration. Translate technical analysis into language decision-makers act on.
At Halight, worked across analytics, development, and ops teams in Agile/Scrum. Comfortable bridging technical and non-technical stakeholders.
Structured thinking to break down ambiguous problems, find root causes, and build data-driven solutions with both implementation and advocacy backgrounds.
Managed co-op work, SRC VP duties, advisory board, and coursework simultaneously, delivering on time under ambiguity and shifting priorities.
Student governance and municipal advisory experience developed sensitivity to institutional dynamics and building trust across diverse stakeholder groups.
My professional journey in data analytics, leadership, and continuous learning.
Completed advanced data analytics program focused on business applications. Coursework: statistical analysis, machine learning, data visualization, big data technologies, and business intelligence. Co-op placement at Halight included production-grade analytics work.
Combined computer science fundamentals with business administration. Strong foundation in programming, database systems, software engineering, web development, and business management.
End-to-end healthcare analytics capstone on 101,766 patient encounters. Full data pipeline, EDA, hypothesis testing, ML model comparison (LightGBM, XGBoost), and a deployed Flask clinical risk prediction app.
Churn models on imbalanced data (16.8% churn rate). Focused on business-useful metrics: 52% churner recall and AUC 0.88 over raw accuracy. Identified key churn drivers and built a full Tableau retention strategy dashboard.
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