Archival · AI Application

CVPilot

A smarter starting point for your next career move. An AI-powered resume builder and ATS analyzer, bringing resume review, job matching and cover letters into one experience.

Archival project
Role:Full-stack development & AI Integration
Timeline:2026
CVPilot interface preview and mockup

Project Scope & Key Features

AI Resume Analysis & ATS Scoring

Parses resume content and benchmarks it against ATS criteria to identify missing keywords, readability issues, and structural weaknesses.

Real-Time Resume Editor & PDF Export

Live interactive editor with standardized professional typography, instant preview, and high-fidelity PDF output.

Job Description Alignment

Analyzes target job postings to recommend role-specific skill additions and phrasing refinements.

AI Cover Letter Generation

Generates tailored, professional cover letters that highlight relevant candidate experience for specific positions.

Technologies & Architecture

ReactTypeScriptNode.jsPostgreSQLGemini AI

Engineering Challenges

Integrating Google Gemini LLM API calls with deterministic JSON response parsing while keeping client-side editing responsive and providing immediate ATS feedback.

Outcomes & Key Learnings

Gained in-depth full-stack experience combining Node.js backends, PostgreSQL relational schemas, and practical AI application pipelines.

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