PREP2PRO - CODERED

PREP2PRO is an online placement-based platform dedicated to bridging the gap between traditional training methods and real-world interviews.

Some of the standout features :

Real-Time Response Based Questions :

We have implemented an AI-driven system powered by Retrieval-Augmented Generation (RAG), which asks contextually relevant follow-up questions based on user responses. Built on Transformers, Pytorch, Faiss, and Sentence-Transformers, this model enhances user interaction by providing dynamic, context-aware questioning, offering a simulated one-on-one interview experience. Prep2Pro uniquely handles an audio-based approach rather than the traditional typing method, implementing Text-to-Speech (TTS) and Speech-to-Text (STT), giving candidates the chance to improve their soft skills.

Domain Based Skilling :

Prep2Pro provides a structured, guided pathway for a candidate to skill in industry demanding skills. The platform offers a well-defined roadmap, helping users navigate through each stage of skill development with clear milestones. For each step, we provide a curated selection of resources, including both text-based materials and video content that are free !!

Code Enhancement :

While the code we provide serves as a foundation, it may not always be the most efficient. To address this, our in-built code editor helps users enhance their code by suggesting optimizations and improvements.

In-Built ATS Scanner :

Prep2Pro features an ATS Scanner that analyzes your resume in comparison to a job description by a providing a score that reflects how well your resume matches the job requirements. Additionally, the scanner offers detailed, step-by-step feedback on areas to improve.

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Setting up the Frontend

Clone the Repository

git clone https://github.com/TEAMCELESTIUS/PREP2PRO-codered25.git

Navigate into the Directory

cd PREP2PRO-codered25

Install pnpm

npm install -g pnpm

Install Required Packages

pnpm install

Run the Program

pnpm run dev

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Setting up the Backend

Clone the Repository

git clone https://github.com/TEAMCELESTIUS/PREP2PRO-codered25.git

Navigate into the Directory

cd PREP2PRO-codered25

Set up a python virtual environment

python -m venv venv

For Activating (On Windows)

venv\Scripts\activate

On Linux

source venv/bin/activate

Install Required Modules

pip install -r"requirements.txt"

Run the Program

python main.py

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Setting up Database

Sign Up For Supabase and Set Up the Database to store

1. Authentication Details
2. Code Interview Questions
3. Personalized Information

Sign Up For RedisDB and Set Up the Database to store

1.Interview Related Session Information