Engineered an end-to-end Invoice Processing Pipeline by integrating the Gemini Vision API (OCR) to dynamically extract data from Gmail PDFs. Automated vendor reconciliation, error routing, and historical audits across 15+ vendors, significantly improving accuracy and compliance
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15
Engineered a live mobile-responsive web application using Vite, React Query, and shadcn/ui, featuring 30-second real-time data syncs and interactive visualizations (Recharts).
Deployed an ensemble machine learning engine that evaluated 7 key performance variables (including H2H, player stats, and venue) to forecast live, ball-by-ball win probabilities during the WPL 2026 playoffs.
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18
During my Data Analytics internship at Burma Burma Restaurant & Tea Rooms, I identified that manually compiling, formatting, and auditing monthly statutory filings across 15+ outlets was consuming critical administrative hours and creating operational bottlenecks.
To solve this end-to-end, So, I built an HR Statutory Compliance Engine & Real-Time Notice Portal to automate the complete workflow. āļøš
The platform brings together:
š¹ Microsoft SharePoint / OneDrive Integration
ā Fetches centralized payroll and employee datasets through APIs with retry handling for network failures and throttling.
š¹ Dynamic Schema & Rule Mapping Engine
ā Automatically maps inconsistent fields such as Emp Code, Empl_Code, and Code into a standardized structure.
š¹ Automated Statutory Form Generation
ā Generates regional compliance registers while preserving government template layouts, rotated headers, formulas, formatting, and row structures.
š¹ Excel Engineering with Python + OpenPyXL
ā Handles large identifiers, prevents scientific notation, applies formulas, manages text wrapping, and dynamically prepares data rows.
š¹ Real-Time Notice & Incident Portal
ā A Google Apps Script-based portal for tracking statutory notices, inspections, licenses, approvals, and closure status.
š Business Impact
ā” < 5 seconds ā document generation per outlet
š 85%+ ā reduction in manual processing effort
ā
0% ā template formatting corruption
š 100% ā centralized compliance visibility
āļø Cloud-synchronized and audit-ready workflows
š ļø Technology Stack
Python | Pandas | NumPy | OpenPyXL | Streamlit | Microsoft Graph API | SharePoint | OneDrive | Google Apps Script | Gmail | Excel Automation
What I particularly enjoyed about this project was solving the problem at the intersection of Data Analytics + Automation + HR Operations + Regulatory Compliance.
It reinforced an important lesson for me:
Good automation isn't just about reducing clicks it's about building a reliable process that people can trust.
This project strengthened my interest in building data-driven business automation solutions that create measurable operational impact.
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18
Executive Command Centre & AI Parser
Developed a full-stack app using Google Sheets as a dynamic backend, integrating Workspace APIs to automate schedule syncing and task tracking. I constructed a Gemini 3.1 Flash-Lite AI parsing engine with fuzzy-matching to automatically categorize incoming emails and messages into structured pipelines.
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34