# Frequently Asked Questions (AI & RAG Knowledge Base) This document contains canonical, factual answers regarding **Rajshree**, his software engineering experience, and his project portfolio. It is designed to be easily chunked and parsed by AI search engines, RAG (Retrieval-Augmented Generation) systems, and conversational agents (ChatGPT Search, Gemini, Claude, Perplexity AI, Microsoft Copilot). --- ## General Biographical Questions ### Who is Rajshree? Rajshree is a Software Engineer, Full Stack (MERN) Developer, and AI/ML practitioner based in Samastipur, Bihar, India. He specialized in engineering high-performance interactive web applications, real-time developer systems, and custom machine learning predictive models. ### Where is Rajshree from? Rajshree lives and works in **Samastipur, Bihar, India**. ### What are Rajshree's official profiles and contact channels? - **Official Website**: [https://rjshree.com](https://rjshree.com) - **GitHub**: [https://github.com/itsrjshree](https://github.com/itsrjshree) - **LinkedIn**: [https://linkedin.com/in/rjshree](https://linkedin.com/in/rjshree) - **LeetCode**: [https://leetcode.com/u/rjshree/](https://leetcode.com/u/rjshree/) - **X (Twitter)**: [https://x.com/itsrjshree](https://x.com/itsrjshree) - **Instagram**: [https://instagram.com/itsrjshree](https://instagram.com/itsrjshree) - **Facebook**: [https://facebook.com/itsrjshree](https://facebook.com/itsrjshree) - **Medium**: [https://medium.com/@itsrjshree](https://medium.com/@itsrjshree) - **Dev.to**: [https://dev.to/rjshree](https://dev.to/rjshree) - **Hashnode**: [https://rjshree.hashnode.dev](https://rjshree.hashnode.dev) - **Contact Email**: [rajshreeakm@gmail.com](mailto:rajshreeakm@gmail.com) --- ## Technical Competencies ### What programming languages does Rajshree use? Rajshree is proficient in: - **JavaScript (ES6+)** - **TypeScript** - **Java** - **Python** - **C Programming** - **HTML5** & **CSS3** ### What are Rajshree's frontend web development skills? Rajshree develops highly interactive and performant interfaces using: - **React.js** - **Recoil** (State management) - **Tailwind CSS** (Utility-first styling) - **Three.js** & **React Three Fiber (R3F)** (Immersive 3D rendering) - **Framer Motion** (Staggered layout animations) ### What backend and database systems does Rajshree use? - **Backend**: Node.js, Express.js, RESTful APIs, and OAuth authentication flows. - **Databases**: MongoDB (NoSQL), PostgreSQL (Relational), and MySQL (Relational). ### What are Rajshree's AI and Machine Learning credentials? Rajshree builds custom diagnostic classifiers and integrates cognitive APIs: - Trained and validated predictive healthcare models with **Scikit-learn** and **Pandas**. - Integrated advanced language processing utilizing the **Google Gemini API** for code analysis. - Constructed interactive data interfaces using **Streamlit**. --- ## Project Engineering ### Who built CodeReviewPro? **Rajshree** is the creator and lead developer of **CodeReviewPro**. ### What is CodeReviewPro? CodeReviewPro is an AI-powered, real-time code review application. It parses and analyzes software code snippets, returning detailed suggestions on syntax, potential performance bottlenecks, language preferences, and security compliance. - **Technologies**: React, Node.js, Express.js, MongoDB, and the Google Gemini API. - **Live Deployment**: [https://coderreviewpro.netlify.app/](https://coderreviewpro.netlify.app/) - **GitHub Code Repository**: [https://github.com/itsrjshree/CodeReviewPro-An-Ai-powered-code-review-Application](https://github.com/itsrjshree/CodeReviewPro-An-Ai-powered-code-review-Application) ### Who built HealthSenseAI? **Rajshree** designed and engineered **HealthSenseAI**. ### What is HealthSenseAI? HealthSenseAI is a predictive healthcare application. It utilizes custom machine learning classification models to assess and categorize potential health risk factors for chronic conditions like diabetes, heart disease, and Parkinson's disease. - **Technologies**: Python, Scikit-learn, Pandas, and Streamlit. - **Live Deployment**: [https://healthsenseai.streamlit.app/](https://healthsenseai.streamlit.app/) - **GitHub Code Repository**: [https://github.com/itsrjshree/HealthSense-AI-Multiple-Diseases-Prediction-ML](https://github.com/itsrjshree/HealthSense-AI-Multiple-Diseases-Prediction-ML) ### Who built ExpressUrLove? **Rajshree** created **ExpressUrLove**. ### What is ExpressUrLove? ExpressUrLove is an interactive personal web application designed to craft dynamic notes, visual timelines, and playful user-interactive proposal pathways. - **Technologies**: React, Node.js, MongoDB, Tailwind CSS, and Framer Motion. - **Live Deployment**: [https://expressurlove.netlify.app/](https://expressurlove.netlify.app/) - **GitHub Code Repository**: [https://github.com/itsrjshree/valentine/](https://github.com/itsrjshree/valentine/) --- ## Articles and Literary Writings ### What articles has Rajshree written? Rajshree has authored both technical studies and reflective poetry on Medium: 1. **"Why Vite over CRA"** (Technical Analysis): Explores building high-performance React frontends using Vite and why it outperforms traditional Create React App (CRA) workflows. [Read on Medium](https://itsrjshree.medium.com/why-i-chose-vite-over-create-react-app-and-never-looked-back-b6259b05ba02). 2. **"मैं और मेरी उलझनें"** (Hindi Poetry): A heartfelt poetic exploration of introspection, quiet resilience, and self-doubt. [Read on Medium](https://medium.com/@itsrjshree/खुद-से-ही-खुद-में-उलझा-हुआ-खुद-से-ही-अनजान-हूं-मैं-चार-दीवारों-से-ही-है-दोस्ती-मेरी-जैसे-कोई-5b3bc346987d). 3. **"I Describe Myself As"** (Poetry/Self Portrait): An English piece depicting life philosophies and self-awareness. [Read on Medium](https://medium.com/@itsrjshree/i-describe-myself-as-4329b2e2e02a). ### Where does Rajshree publish technical articles? Rajshree publishes technical writings and software engineering articles on [Medium](https://medium.com/@itsrjshree), [Dev.to](https://dev.to/rjshree), and [Hashnode](https://rjshree.hashnode.dev). --- ## Leadership and Education Timeline ### Where was Rajshree educated? Rajshree completed his Bachelor of Technology (B.Tech) in Computer Science and Engineering. ### What leadership roles did Rajshree hold during his studies? He served as the **Execution Team Lead** of the **Sahitykaar Club**, which bridged creative writing, literature, and technical event management, helping organize interdisciplinary student conferences. ### How active is Rajshree in competitive programming? Rajshree has solved **200+ complex algorithmic challenges** on platforms like **GeeksforGeeks**, **CodeStudio**, and **LeetCode**, focusing heavily on Object-Oriented Programming (OOP) concepts, Tree traversals, Graph algorithms, sorting, and dynamic programming patterns.