ChinmayeeSurwade
Trade finance specialist turned data-driven analyst, with 3+ years translating Letters of Credit and documentary collections into clean requirements, sharp dashboards, and confident business decisions. 2 years at Bank of America Continuum India (BACI) delivering mission-critical trade finance systems, cutting UAT defects by 30% and sustaining a 99% on-time batch completion rate. Proficient in SQL, Python, Power BI, and Tableau. Immediate joiner.
BA / DA
About
Experience
Freelancing & Case Studies
GlamSquad Salon
Diagnosed declining profitability driven by peak-hour understaffing and misaligned pricing; delivered a pricing and staffing restructure to protect margins during high-demand slots.
Infinity Fitness Studios
Traced revenue loss to a member attrition pattern invisible in existing reporting; rebuilt the pricing structure and flagged at-risk segments before renewal.
E-Commerce Marketplace
Ran revenue diagnostics across customer segments for an e-commerce client, surfacing pricing and retention levers projected to lift revenue 12–18%.
Trade Finance Process Optimization
Reworked UAT and batch-monitoring processes across trade finance operations, cutting defect rates by 30% and sustaining a 99% on-time batch completion rate.
LoanIQ Integration Case Study
Mapped and validated the Tradeline–LoanIQ integration for Letters of Credit and documentary collections, translating SWIFT MT7xx message flows into clear technical requirements.
Banking Customer Churn Prediction
Built a churn prediction model on 50K+ banking customer records, reaching 80% accuracy to flag at-risk accounts ahead of attrition.
AI-Powered Banking Knowledge Assistant
Designed a retrieval-augmented assistant over banking and trade documentation, combining embeddings, a Chroma vector store, and Gemini-based generation for instant, sourced answers.
Payment Failure Analytics
Investigated recurring payment failures across a transaction pipeline, isolating root causes by failure type and building a dashboard to track resolution turnaround.
Skills
Featured Projects
WTO Trade Intelligence Assistant
AI-powered RAG assistant using Gemini, ChromaDB, embeddings and Streamlit.
View GitHub →PYTHON · SCIKIT-LEARNCustomer Churn Prediction
Machine learning solution — 80% accuracy across a 50K+ row dataset.
View GitHub →SQL SERVER · POWER BIReal-Time Banking Pipeline
Banking transaction analytics with fraud detection using Python, SQL Server and Power BI.
View GitHub →SQL · EXCEL · POWER BIE-Commerce Revenue Optimization
Revenue growth analysis using SQL, Excel, Power BI and customer segmentation.
View GitHub →