Milestone 1 (MVP): Resume Optimization Techniques: Natural Language Processing (NLP) Machine Learning (ML) Keyword Optimization
Solutions: Resume template generation Skill matching Automated suggestions
Tech Stack: NLP libraries like NLTK or SpaCy, ML algorithms like SVM or Decision Trees, resume templates, keyword analysis tools.
Milestone 2: Automated Job Application Techniques: Web scraping Data matching Application submission automation
Solutions: Job board integration Application filtering Application submission automation
Tech Stack: Web scraping libraries like BeautifulSoup or Scrapy, ML algorithms for data matching, job hosting site APIs for integration.
Milestone 3: Email Integration Techniques: Email parsing NLP Automated email generation
Solutions: Email account integration Interview request identification Automated follow-up emails
Tech Stack: Email parsing libraries like mailparser, NLP libraries like NLTK or SpaCy, email sending libraries like SMTP or SendGrid, predefined email templates.
Milestone 4: Interview Scheduling Techniques: Calendar integration Communication automation NLP
Solutions: Calendar synchronization Automated interview coordination Interview confirmation
Tech Stack: Calendar integration APIs like Google Calendar or Outlook Calendar, communication APIs for email or chat, NLP libraries like NLTK or SpaCy.
Milestone 5: Dashboard and Tracking Techniques: Data visualization Real-time data tracking User interface design
Solutions: Dashboard creation Real-time updates Data visualization
Tech Stack: Data visualization libraries like D3.js or Chart.js, real-time data tracking systems like Firebase or WebSocket, UI design frameworks like React or Angular.
Backend: Flask Frontend: React Cloud services: AWS, OpenAI, SendGrid