About
Data Analyst with 1+ years of hands-on experience in financial reconciliation, process optimization, and operational analytics. Managed logistics, commission, and warehouse reconciliation at Flo Mattress, including ownership of a COD (Cash-on-Delivery) reconciliation framework. At Rubixe, analyzed large-scale datasets to identify operational inefficiencies and support data-driven business decisions. Skilled in SQL, Python, Excel, and building reconciliation workflows that improve data accuracy and reporting integrity.
Skills & Expertise (22)
Work Experience
Data Analyst
Flo Sleep Solutions Pvt Ltd
May 2026 - Jul 2026
Designed and deployed automated reconciliation system for 3 critical workflows: Logistics Reconciliation (shipping vs. billing accuracy), Commission Reconciliation (vendor payouts vs. actual sales), and Warehouse Reconciliation (inventory counts vs. system records), reducing manual audit time by 60%. Built end-to-end COD (Cash-on-Delivery) reconciliation pipeline — automated data extraction from multiple sources, validation rules for payment discrepancies, and exception handling for failed transactions. Processed 5000+ daily transactions with 99%+ accuracy. Developed Streamlit live dashboard for real-time reconciliation monitoring, visualizing reconciliation status by warehouse/commission type, flagging exceptions automatically, and enabling operations team to resolve discrepancies same-day instead of month-end. Leveraged Python (Pandas, NumPy) for ETL workflows, SQL for cross-database validation, and built alerting system for critical reconciliation failures — reducing financial discrepancies by 75% and improving cash flow visibility.
Data Analyst (Manufacturing Operations)
CEAT Tyres Ltd
Jun 2024 - Jul 2025
Analyzed daily production reports to identify equipment inefficiencies — tracked machine downtime, defect rates, and material losses across the facility. Identified 12+ critical bottlenecks causing 8-12% production loss monthly. Conducted Root Cause Analysis (RCA) on recurring equipment failures and quality issues — diagnosed root causes, recommended process changes, and tracked impact of improvements. Reduced defect rate from 3.2% to 1.8% within 3 months. Coordinated with production teams (20+ personnel) to validate SOP compliance, collect performance metrics, and implement data-driven improvements — achieved 95%+ equipment uptime and 15% reduction in material waste. Built daily production dashboards in Excel tracking KPIs by machine, shift, and product line — provided visibility on bottlenecks and enabled real-time decision-making.
Education
Mechanical Engineering - Savitribai Phule Pune University (SPPU)
2021 - 2024 · Afghanistan
Mechanical Diploma - RSM Polytechnic
2019 - 2021 · Afghanistan
Certifications
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Skills (22)
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