AI-Powered Resume Generator: A Mini Project

 Creating an AI-Powered Resume Generator is a great mini project that combines natural language processing, user interaction, and possibly some basic design elements. Here's a concise outline to help you build this project step-by-step.


🔧 Project Title:

AI-Powered Resume Generator


🎯 Objective:

To create a tool that takes a user's input (such as education, experience, skills, etc.) and generates a well-formatted, professional resume using AI and pre-designed templates.


🧰 Tech Stack:

Frontend (Optional): HTML/CSS, JavaScript, React


Backend: Python (Flask or FastAPI)


AI/NLP: OpenAI GPT-4 (or HuggingFace Transformers)


Template Engine: Jinja2 or LaTeX (for PDF generation)


Storage (Optional): SQLite or Firebase (to save user inputs)


PDF Generation: ReportLab, WeasyPrint, or pdfkit + HTML templates


🗂️ Key Features:

User Input Form:


Personal Info


Education


Work Experience


Skills


Projects


Certifications


Languages


AI Integration:


Summarize experiences using GPT (e.g., convert bullet points into polished descriptions)


Generate objective/summary sections


Template Selection:


Offer multiple design templates


Dark/Light modes


Download Options:


Export as PDF


Preview in browser


Bonus Features (Optional):


Import data from LinkedIn or upload JSON


Real-time resume tips


ATS (Applicant Tracking System) compatibility checker


🧠 How AI is Used:

Summarization: Turn user bullet points into professionally worded sentences.


Customization: Adjust tone (e.g., formal vs. friendly).


Filling Gaps: Generate content for empty sections (e.g., cover letter suggestions).


Error Correction: Grammar and spelling fixes.


📁 Folder Structure Example:

vbnet

Copy

Edit

resume-generator/

│

├── templates/

│   └── resume_template1.html

│   └── resume_template2.html

│

├── static/

│   └── css/

│   └── js/

│

├── app.py

├── ai_module.py

├── requirements.txt

└── README.md

✅ Sample Flow:

User fills out a form with personal and career info.


AI processes and enhances descriptions.


Resume is generated using an HTML/CSS template.


User previews and downloads the final PDF.


🧪 Example Prompt for AI:

python

Copy

Edit

prompt = f"""

Turn the following into a professional resume bullet point:

"{user_input}"

"""

response = openai.ChatCompletion.create( ... )

📌 Tips:

Use wkhtmltopdf for high-quality PDF exports from HTML.


Keep templates modular so they’re easy to edit.


Store previous resume data locally for quick updates.


📘 Optional Learning Add-on:

Learn how ATS (Applicant Tracking Systems) parse resumes.


Add a scoring system to measure resume effectiveness using AI.


Read More





Visit Our IHUB Talent Training Institute in Hyderabad

Get Directions


Comments

Post a Comment

Popular posts from this blog

How to Install and Set Up Selenium in Python (Step-by-Step)

 Here’s your step-by-step guide to installing and setting up Selenium in Python — perfect if you're just getting started with browser automation. 🚀 🐍 Step 1: Install Python If you haven’t already: Download Python: https://www.python.org/downloads/ Make sure to check the box "Add Python to PATH" during installation Verify installation: bash Copy Edit python --version pip --version 📦 Step 2: Install Selenium Library Open your terminal or command prompt and run: bash Copy Edit pip install selenium To verify: bash Copy Edit pip show selenium 🌐 Step 3: Download WebDriver for Your Browser Depending on what browser you want to automate: 🔹 Chrome: Download ChromeDriver: ➡️ https://sites.google.com/chromium.org/driver/ Make sure the driver version matches your installed Chrome version. 🔹 Firefox: Download GeckoDriver: ➡️ https://github.com/mozilla/geckodriver/releases Unzip and place the executable somewhere on your system, like: Windows: C:\WebDrivers\ Mac/Linux: /usr/local...
Read more

Tosca for API Testing: A Step-by-Step Tutorial

Tosca for API Testing: A Step-by-Step Tutorial Tricentis Tosca is a powerful and user-friendly test automation tool that supports a wide range of testing types — including API testing. With Tosca, you can easily design, automate, and execute API tests without writing any code. It supports REST, SOAP, and other service types, making it a great choice for end-to-end API validation. 🧰 What is Tosca API Testing? Tosca’s API testing allows testers to: Send requests (GET, POST, PUT, DELETE, etc.) Validate responses (status codes, body, headers) Chain requests and share data between them Perform security, load, and functional tests on APIs ✅ Step-by-Step Guide: Tosca API Testing 🔹 Step 1: Open Tosca and Create a Workspace Launch Tosca Commander Create a new workspace (or open an existing one) Choose the workspace type as Multi-user or Single-user based on your setup 🔹 Step 2: Add a New API Test Case Navigate to the Modules section. Right-click and choose Scan > API Scan. The API Scan wi...
Read more

Feeling Stuck in Manual Testing? Here’s Why You Should Learn Automation Testing

Feeling Stuck in Manual Testing? Here’s Why You Should Learn Automation Testing Are you feeling like your manual testing career is hitting a ceiling? You’re not alone. Many QA professionals start their careers in manual testing but soon realize the need to level up. If you’re wondering what’s next, automation testing might just be the breakthrough you need. Why Manual Testing Isn’t Enough Anymore Manual testing is essential, especially in exploratory, usability, and ad-hoc testing scenarios. But as applications grow more complex and development cycles become shorter, manual testing can’t keep up. Companies are looking for faster, more efficient testing methods—and that’s where automation comes in. Here are a few signs that you're stuck in manual testing: Repeating the same test cases for every build Working on tight deadlines with limited test coverage Seeing peers move ahead with automation skills Lack of growth in responsibilities or pay scale If any of this sounds familiar, it...
Read more