Project-Theresa - AI-Powered Career Application Optimizer

Project Overview

Project-Theresa is an AI-powered platform that optimizes career applications by analyzing resumes against job descriptions, providing intelligent suggestions, and generating tailored content. Using advanced natural language processing, it helps job seekers create more effective applications that pass ATS systems and appeal to hiring managers.

45%

Higher Success Rate

8

Resume Templates

AI

Optimized

Key Features

📄

ATS Optimization

Intelligent analysis of job descriptions to identify missing keywords and optimize resume content for applicant tracking systems

✍️

AI Content Generation

Automated bullet point rewriting and cover letter generation tailored to specific job requirements

🎨

Professional Templates

8 professionally designed resume templates including creative layouts and ATS-optimized formats

📝

Live Editing

TinyMCE WYSIWYG editor for real-time resume editing with instant preview and formatting

📊

Match Scoring

Sophisticated matching algorithm providing compatibility scores between resumes and job descriptions

🔒

Secure & Private

Privacy-first architecture with secure authentication, encrypted data storage, and CSRF protection

Technical Implementation

$ Integrated Google Gemini API (gemini-2.5-flash) for advanced natural language understanding and content generation

$ Developed sophisticated document parsing algorithms supporting multiple formats (PDF via pdfplumber, DOCX via python-docx)

$ Implemented intelligent ATS optimization engine analyzing job descriptions and generating match scores

$ Created dynamic keyword extraction system identifying missing critical terms from target positions

$ Built 8 professional resume templates including creative designs and highly ATS-optimized layouts

$ Integrated TinyMCE WYSIWYG editor enabling live in-browser editing with real-time preview

$ Developed structural resume parsing transforming unstructured documents into organized JSON format

$ Implemented AI-powered bullet point rewriting tailored for maximum impact and relevance

$ Created one-click cover letter generator producing personalized content from resume and job description

$ Built secure user authentication with Flask-Login and comprehensive session management

$ Developed personal dashboard displaying saved resumes and analysis history with full CRUD operations

$ Implemented single-page application architecture providing seamless workflow without page reloads