In today’s interconnected world, maintaining secure WiFi networks is critical to prevent cyberattacks and data breaches. WiFi Guardian addresses this challenge by leveraging advanced machine learning, specifically using IsolationForest for anomaly detection. The platform enables users to upload network logs in various formats (CSV, TXT, PDF), automatically processes the data, and extracts key metrics such as traffic, latency, and packet loss. Interactive visualizations powered by Plotly, along with a user-friendly interface built on Streamlit, allow network administrators, IT security professionals, and small business owners to monitor network health in real-time. Unique features include dynamic 2D/3D data charts, comprehensive statistical analysis, motivational UI elements, and automated PDF report generation via ReportLab. This comprehensive approach provides actionable insights for proactive cybersecurity management.

A one-stop AI-Powered Recruitment Assistant tool that can: - Parse resumes and extract key skills, experience, and qualifications. - Evaluate candidates by scoring them against job descriptions. - Generate interview questions tailored to the candidate’s skills & job role. - Provide insights into candidate-job fit using AI. Core Features & Workflow 1. Resume Parsing & Skill Extraction 2. Upload resumes (PDF/DOCX). 3. AI extracts name, skills, experience, education, and certifications. 4. Uses DeepSeek NLP for entity recognition. 5. Presents structured data in a Streamlit dashboard. AI-Based Candidate Scoring 1. Recruiters enter a job description. 2. AI compares candidate skills with job requirements and assigns a match score (0-100%). 3. DeepSeek analyzes soft skills based on resume language. Smart Interview Question Generator 1. AI creates dynamic interview questions tailored to the candidate's skills and experience. Example: A software engineer with Python expertise gets "Explain how you handle memory management in Python?" AI-Powered Insights & Bias Reduction 1. Highlights missing skills a candidate needs to develop. 2. Provides bias-free insights (hides personal data like gender, age, and race).

This project is an AI-driven web application designed to help businesses, marketers, and content creators generate unique and engaging social media campaign ideas within seconds. Users simply enter their brand name, select their target audience, choose the desired social media platform, and describe their campaign goal. The app instantly delivers creative, actionable campaign ideas tailored to the inputs, including suggestions for post formats and influencer collaborations. Built with Streamlit for an interactive user interface, this tool saves time, boosts creativity, and supports users in crafting effective, platform-specific marketing strategies effortlessly.

**StoryCoder: Where Stories Become Code Adventures** StoryCoder is an innovative educational platform that transforms children's creative stories into interactive games while teaching fundamental programming concepts. The application analyzes user-written narratives to identify programming principles like loops, conditionals, functions, variables, and lists. It then generates a customized playable game based on the story, complete with characters, challenges, and objectives. Players navigate through grid-based adventures, collecting stars while avoiding obstacles, reinforcing coding concepts through gameplay. The platform features concept explanations, game code generation, and customization options. By bridging storytelling with programming, StoryCoder makes learning to code engaging, intuitive, and fun, helping young learners develop computational thinking skills through their own imaginative narratives.