Technical Projects

Selected personal projects, hackathon prototypes, internal engineering tools, and enterprise product work. Each detailed case study states its context and limitations.

Internal Engineering Tool QA Automation

Doc Portal Reviewer Agent

Autonomous Documentation QA Crawler
Problem: Enterprise documentation portals suffered from broken links, outdated code snippets, and inconsistent layout schemas.

Autonomous crawler built with Playwright and LLM verification that traverses documentation sites, validates checklist rules, captures screenshot evidence, and compiles structured audit reports.

Python Playwright LLM Validation Confidence Scoring
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Internal Engineering Tool Developer Tooling

Quota Smart Copilot

AI Usage Governor Agent
Problem: Engineering teams exhausted monthly developer Copilot quotas prematurely on basic code formatting.

Custom VS Code agent that analyzes request complexity, monitors remaining credit budgets, and guides developers to optimal, cost-efficient model tiers while preserving agentic capabilities.

VS Code Custom Agents TypeScript Copilot Usage API
Internal work EdgeVerve

AI Doc Portal & Conversational Banking UI

GenAI UX + Context Engineering
Problem: Conversational banking queries need screen and interaction context to be useful.

Engineered a client-side interaction-tracking context summarizer for conversational banking interfaces and built an AI-overview search integration over enterprise MkDocs portals.

React / TypeScript Context Engineering MkDocs / Vanilla JS
Enterprise Foundation EdgeVerve — Finacle

Finacle Banking Platform

Cash Management · Expenses · Payments
Enterprise product work across banking interfaces and API integration.

Built frontend modules and integrated backend services for Finacle Cash Management, My Expenses, and Payment Services. This employer work is described at a high level because client materials are private.

Spring Boot React Angular Node.js