Ishika Behera
@ishikabehera
Data Analyst with 4 years building BI solutions, automating reporting, and turning complex data into actionable insights.
What I'm looking for
I’m a Data Analyst with 4 years of experience building business intelligence solutions, automating reporting workflows, and translating complex data into actionable insights. I enjoy turning messy inputs into reliable KPI reporting and dashboards that stakeholders can actually use.
In my consulting work at Publicis Sapient for Goldman Sachs, I engineered automated revenue data generation scripts that reduced manual effort by nearly 40% and improved data accuracy by nearly 25%. I also designed and deployed an interactive Qlik Sense dashboard for revenue and budget metrics, enabling YOY comparisons, drill-downs by region/product, and identifying underperforming areas—driving nearly 20% improvement in regional performance efficiency.
At SEI Technology, I developed end-to-end Tableau dashboards to monitor and analyze ETL process errors and exceptions, cutting data processing errors by nearly 35%. I built validation models using positive and negative test cases to improve data governance efficiency by nearly 20%, and created Source-to-Target mapping documentation that improved data extraction and reporting accuracy by nearly 20%.
I’m also driven by applied analytics and AI-assisted analytics. In a recent freelance project, I enhanced customer and retention analysis by integrating Logistic Regression for risk scoring with GPT-4 for automated qualitative analysis—processing 23,000+ customer reviews to identify top attrition drivers and visualize retention strategies.
Experience
Work history, roles, and key accomplishments
AI Customer & Retention Analysis
Freelance Project AI
Dec 2025 - Present (7 months)
Built a hybrid churn prediction workflow combining Logistic Regression risk scoring with GPT-4 qualitative analysis on 23,000+ customer reviews. Visualized retention strategy insights using Tableau.
Engineered automated revenue data generation scripts using GS proprietary language, reducing manual effort by nearly 40% and improving data accuracy by nearly 25%. Designed and deployed an interactive Qlik Sense dashboard for revenue and budget KPI reporting and regional drill-downs, improving regional performance efficiency by nearly 20%.
Developed end-to-end Tableau dashboards to monitor and analyze ETL process errors and exceptions, reducing data processing errors by nearly 35%. Built data validation models and Source-to-Target mapping documentation to improve data governance efficiency and reporting accuracy by nearly 20%.
Developed dynamic Power BI dashboards to monitor procurement lead times and component availability across vendors. Reduced average vendor lead times by nearly 20%.
Integrated Google Analytics and built Google Data Studio KPI dashboards to track performance. Drove nearly 100% growth in website traffic and nearly 30% improvement in user engagement.
Education
Degrees, certifications, and relevant coursework
University at Buffalo, SUNY
Master of Science
Earned a Master of Science from the University at Buffalo, SUNY, graduating in Feb 2021.
Veer Surendra Sai University of Technology
Bachelor of Technology
Earned a Bachelor of Technology from Veer Surendra Sai University of Technology, graduating in May 2019.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
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