rani singh
@ranisingh
Data Analyst using BI, SQL, and AI automation to deliver faster, accurate insights.
What I'm looking for
I’m a highly motivated Data Analyst with 5+ years of experience across healthcare, investment banking, and supply chain. I focus on business intelligence, data pipelines, and statistical modeling using SQL, Python, R, and Power BI to turn complex data into clear decisions.
I pioneer AI analytics workflows—using Gemini, Claude, Perplexity, ChatGPT/GPT-4, and Julius AI—to accelerate automation, root-cause analysis, and predictive modeling for government and Fortune 500 projects. In practice, I cut forecasting time-to-insight by 25% (Comerica), reduced forecasting friction by automating reporting and debugging workflows, and helped improve clinical outcomes by optimizing SQL procedures on 50,000+ patient records (12% reduction in readmissions under HIPAA compliance).
I’m hands-on with end-to-end analytics engineering: designing ETL pipelines with absolute data integrity, building 10+ Power BI dashboards across departments, and using AI to improve turnaround time and stakeholder-ready narratives. I bring a “time-to-insight first” mindset—embedding generative AI into analytics workflows so teams move faster without sacrificing rigor.
Experience
Work history, roles, and key accomplishments
Optimized clinical SQL query performance on 50,000+ patient records (Epic EMR, ICD-10, CPT), contributing to a 12% reduction in readmissions while maintaining HIPAA compliance. Built 10+ Power BI dashboards and engineered ETL pipelines, using Claude/Gemini to accelerate root-cause analysis and automate recurring reporting.
Business Application Data Analyst
Comerica Bank
May 2024 - Oct 2024 (5 months)
Built KPI-driven Power BI dashboards using Python and DAX to streamline SLA audits. Embedded Gemini, Claude, and Julius AI into forecasting pipelines to cut time-to-insight by 25% and automated data extraction using Alteryx and SQL window functions.
Financial Analyst - Revenue Analytics
Parallon HCA Healthcare
May 2023 - Feb 2024 (9 months)
Streamlined revenue cycle pipelines using advanced T-SQL (CTEs, window functions), improving throughput by 20%. Prototyped Python automation with generative AI (Perplexity, ChatGPT) and built predictive financial models in Alteryx and Power BI, including orchestrating a migration from localized SQL Servers to an enterprise Teradata data warehouse.
Data Analyst - Revenue Analytics
Ztrela
Feb 2017 - Feb 2019 (2 years)
Led SQL-based data ingestion and wrangling for high-volume TPA data across Snowflake and Teradata cloud warehouses. Built automated financial workflows with Alteryx and Power Automate to reduce manual reporting by 25%, and performed statistical machine learning in Python/R (A/B testing, regression) for executive stakeholders.
Education
Degrees, certifications, and relevant coursework
University of Illinois at Chicago
Master of Science in Management Information Systems, Management Information Systems
Earned a Master of Science in Management Information Systems from the University of Illinois at Chicago, completed in 2022.
Rajiv Gandhi Technical University
Bachelor of Engineering in Computer Science Engineering, Computer Science Engineering
Earned a Bachelor of Engineering in Computer Science Engineering from Rajiv Gandhi Technical University, completed in 2019.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/rani1310Job categories
Skills
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