🧠 AI-Powered Career Companion A powerful, all-in-one career and personal development platform that blends advanced AI, ML, and community interaction. This project is designed to help users enhance their soft skills, optimize resumes, access job listings, and connect with like-minded individuals — all with privacy and performance in mind.
🚀 Features 🎥 AI Gesture & Speech Analysis Upload a video or use your webcam.
Frame-by-frame analysis using MediaPipe and OpenCV.
Speech is transcribed using Whisper or similar ASR models.
Gestures, fluency, clarity, expression, and posture are evaluated.
LLM-based report generation with a scoring system and improvement feedback.
Export analysis and transcript to PDF.
📺 YouTube to PDF Transcript Generator Input any YouTube video link.
Extract transcript and generate a downloadable PDF report.
Ideal for lectures, interviews, or tutorials.
📄 PDF Summarizer (TF-IDF) Upload a PDF document.
Get a concise summary generated using TF-IDF based extractive summarization.
Supports academic papers, resumes, or long reports.
📊 ATS Resume Score Calculator Upload your resume and a job description.
AI model calculates ATS compatibility score.
Highlights areas for improvement to increase job match chances.
🧾 Resume Builder Create a professional-looking resume through a simple form.
Choose from four professional templates. Get the ats score calculated in hand along with live preview.
Export to PDF.
Auto-suggested content and skills based on career goals.
📚 DSA Sheets (Preparation Tracker) Curated DSA sheets from top platforms like:
Love Babbar
Striver
GeeksforGeeks
Track your progress, mark completions, and stay consistent.
📚 Company Specific Placement Material (Preparation Tracker) Curated materials for top companies like:
Amazon
Microsoft
Track your progress, mark completions, and stay consistent.
🌍 Regional Job Vacancies Get real-time listings of jobs from your state/city/region.
Filter based on skill, domain, and experience level.
💬 Community Chat (Privacy-Preserved)
Engage in topic-specific conversations with like-minded peers.
Encrypted and anonymous: No personal info shared.
Ideal for discussions on DSA, job prep, interviews, and career advice.
🧰 Tech Stack Frontend: React.js / Next.js
Backend: FastAPI, Python
AI/ML:
MediaPipe & OpenCV for gesture tracking
Whisper / SpeechRecognition for transcription
TF-IDF (Scikit-learn / NLTK) for summarization
Custom ML for ATS scoring
GPT / LLaMA / other LLMs for feedback generation
Database: PostgreSQL / SQLite / ChromaDB (for document embeddings)
PDF: FPDF / PyMuPDF / ReportLab
Chat Server: WebSocket-based secure messaging
Storage: Local / S3-compatible file storage
📁 Project Structure bash Copy Edit . ├── backend/ │ ├── api/ │ ├── models/ │ ├── services/ │ ├── utils/ │ └── main.py ├── frontend/ │ ├── pages/ │ ├── components/ │ ├── styles/ │ └── public/ ├── media/ │ └── uploads/ ├── README.md └── requirements.txt ⚙️ Installation bash Copy Edit
git clone https://github.com/Srishti-1806/Placement-Platform/tree/main.git cd ai-career-companion
#!/bin/bash
echo "Installing Python dependencies..." pip install -r requirements.txt
mkdir -p static/reports
mkdir -p static/summaries
mkdir -p static/transcripts
mkdir -p temp
echo "Starting FastAPI server on port 8000..." python main.py
############################################################### docker exec -it ffmpeg sh docker-compose up --build
npm install npm run dev 🛡️ Privacy & Ethics All data is processed locally or securely on-server.
No personal identifiers are stored or shared.
Chat feature ensures anonymity and data encryption.
Open-source and transparent.
Deployment Sites 🌐 Main Website: http://13.60.246.221 🎨 Frontend: http://13.60.246.221:3000 🔧 Backend API: http://13.60.246.221:8000 💬 Chat Server: http://13.60.246.221:5000 📖 API Docs: http://13.60.246.221:8000/docs 🏥 Health Check: http://13.60.246.221:8000/api/health
🙌 Contributing We welcome contributions! Please raise an issue or open a PR with detailed information.
🧑💼 Made For Job Seekers
Students
Career Switchers
Developers preparing for interviews
👨💻 Made By Team Runtime Terrors Crafted with 💡, 🤖, and ☕ by passionate students/developers focused on building AI-driven career tools.
👩💻 Naman Verma – Frontend & UX Designer GitHub : https://github.com/nimo247 LinkedIn : https://www.linkedin.com/in/naman-verma-a89a91239?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app
🧑💻 Srishti Mishra – AIML & Backend DeveloperDesigner GitHub : https://github.com/Srishti-1806 LinkedIn : https://www.linkedin.com/in/srishti-mishra-25b666328?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app
🧑🔬 Satyam Gupta – DeBugger and Deployment GitHub : https://github.com/1WINgFIRE1 LinkedIn :
🧑🔬 Piyush Yadav – Deployment & Chat - Community Integration GitHub : https://github.com/Piyushydv08 LinkedIn :
COULD NOT BE DEPLOYED ON FREE TIER OF AWS, WAS COSTING US SEVERAL DOLLARS.
🙏 Special thanks to all open-source contributors and mentors who supported this journey.
Anyone who wants to improve communication, resumes, and job reach