Projects
Case studies from real engagements: the problem, the architecture, what went wrong, and what the numbers looked like afterwards.
AI-Powered Test Report & Release Advisor
An LLM agent that reads every API regression run, classifies failures, tracks trends, and returns a plain-language release go/no-go, replacing manual report triage with a single command.
Cross-System Audit Reconciliation Engine
A Java engine that reconciles benchmark vs test audit records across multiple back-office systems, turning a full week of manual record-by-record testing into a minutes-long automated batch.
API Automation Framework for Trade Finance
1000+ banking API endpoints automated with Postman and Newman, cutting defect leakage by 80%.
LLM Accuracy Testing Framework
Python framework for validating AI document-intelligence models, cutting manual validation effort by 70%.
Performance Engineering Framework
Load testing strategy and bottleneck analysis that improved application scalability by 30%.