# Projects (/projects)

## Featured Impact

### AI Agent Incident Analyzer

Solo-architected AI Agent reducing critical revenue-impacting incident investigation time from 10-20 minutes to <30 seconds, significantly improving MTTR.

Impact: 10min → 30sec, CTO demo, 4 teams in production

Tags: AI Agent, Enterprise, DevOps

### KAI - AI Documentation Assistant

AI-powered assistant enabling documentation Q&A, automated actions, and agentic workflows. Architected 'Chatbot-as-Code' GitHub Actions for streamlined deployment.

Impact: $98M business opportunity

Tags: RAG, LangChain, Enterprise AI

### [mcp-pandoc](https://github.com/vivekVells/mcp-pandoc)

A Model Context Protocol server for document format conversion using pandoc. Officially included in the MCP servers open-source project.

Impact: 470+ GitHub stars, 13K+ monthly downloads

Tags: Open Source, MCP, Document Processing

## AI & Intelligent Systems

### Partner Feedback Intelligence (FBI) Engine

Enterprise AI platform automating feedback classification across partner and traveler domains with self-serve taxonomy configuration.

Impact: $8-40M projected savings, 2.5M records, 90% accuracy

Tags: AI, NLP, Enterprise

### VRBO AI Property Onboarding

AI solution reducing VRBO listing time dramatically, positioning platform to convert abandoned properties.

Impact: 45-120min → <10min, 49K+ properties potential

Tags: AI, Automation, Real Estate

### Guest Review Insights

AI-powered analytics tool transforming guest reviews into actionable ROI insights. Won Brainwave AI Hackathon 2025.

Impact: Hackathon winner (87 teams, 390+ participants)

Tags: AI, Analytics, Hackathon Winner

### Reusable ChatGPT Component

Modern reusable enterprise design system chatbot component for agentic AI conversations, configurable by brand type.

Impact: Adopted by 2 major projects

Tags: React, AI, Design System

## Platform & Developer Experience

### [EG Console Connect](https://chromewebstore.google.com/detail/eg-console-connect/nefcjgapjpifjccjjbdamikmnjcohofc)

Chrome browser extension transforming developer productivity across platform and application development teams.

Impact: 740+ weekly active users, 4th most-used EG extension

Tags: Browser Extension, DevEx, Chrome

### Enterprise E2E Testing Framework

Scalable testing framework enhancing microfrontend app UI reliability while reducing application bottlenecks through automated audits.

Impact: 120+ developers, 30+ teams adopted

Tags: Testing, E2E, Framework

### Playwright Migration Initiative

Led enterprise testing framework modernization, eliminating 100% false positive alerts and reducing maintenance overhead.

Impact: ~$150K annual savings, 2× MVP awards

Tags: Playwright, Testing, Cost Savings

### Infrastructure Optimization

Strategic Kubernetes pod resource and deployment configuration optimizations.

Impact: $86K+ annual savings

Tags: Kubernetes, DevOps, Cost Optimization

## Open Source & Research

### [mcp-pandoc](https://github.com/vivekVells/mcp-pandoc)

Model Context Protocol server for document format conversion. Enables seamless document transformation between Markdown, PDF, DOCX, HTML, and more. Featured in PulseMCP Weekly Newsletter (Dec 2024).

Impact: 470+ GitHub stars, 13K+ monthly downloads

Tags: MCP, Pandoc, Document Conversion

### [cag-js](https://github.com/vivekVells/cag-js)

TypeScript library to overcome context window limitations in browser-based AI models like Chrome's Gemini Nano. Implements sophisticated chunking strategies.

Tags: TypeScript, AI, Browser

## Side Projects

### [Task Process Monitor](https://github.com/vivekVells/TaskProcessManager)

Comprehensive task manager implementing metrics collection, database storage, and user interface. Notable for complete SDLC implementation.

Tags: Full Stack, SDLC

### [Scheduled Information Deliverer](https://github.com/vivekVells/InformationScheduledDeliverer)

Progressive web application built with Django, Celery, and Redis for scheduled information delivery via email or text.

Tags: Django, Celery, PWA

### [Salary Manager](https://github.com/vivekVells/Salary-Manager-Java-MySql-Project)

CLI-based application for tracking and managing personal income and expense transactions.

Tags: Java, MySQL, CLI