Professional Presence Optimiser

An AI-powered career assistant designed to help professionals optimize their job application materials and networking strategy. This tool leverages LangChain and Groq-hosted LLMs to provide high-quality, tailored content for resumes, cover letters, LinkedIn profiles, and interview preparation.

Features

• Resume Enhancement: Automatically tailors your resume for specific job roles, highlighting measurable achievements and relevant keywords.
• Cover Letter Generation: Crafts concise, professional, and personalized cover letters.
• LinkedIn Profile Optimization: Refines your "About" section to position you as a top candidate.
• Interview Preparation: Generates common interview questions with natural, conversational responses.
• Skill Transformation: Repositions your existing experience for industry transitions or new roles.
• Networking Tools: Drafts warm recruiter messages and professional follow-up emails.

Tech Stack

• Python: Core programming language.
• LangChain: Framework for building LLM-powered applications.
• Groq: High-performance LLM inference.
• pypdfium2: Efficient PDF text extraction for reading resumes.

Installation

1. Clone the repository:

   git clone <repository-url>
   cd Professional-Presence-Optimiser

2. Install required packages:

   pip install langchain langchain-groq pypdfium2 python-dotenv

3. Configure Environment Variables: Create a .env file in the root directory:

   GROQ_API_KEY=your_groq_api_key
   OPENAI_MODEL=llama3-8b-8192  # The model identifier used by ChatGroq

Usage

To start the interactive assistant, run:

python cli.py

The application will load your resume (default: Aarav_Patel_Resume.pdf) and present a menu of options to help you optimize your professional presence.