Information_and_study_blog

  🧠 FASTAPI BACKEND DEVELOPER – WHAT YOU MUST LEARN I’ll divide this into LEVELS so you know what to learn first, next, and last . 🔰 LEVEL 1: PYTHON FUNDAMENTALS (MANDATORY) You must be comfortable , not expert. Learn: Functions, classes, OOP basics List / dict / set Exceptions ( try/except ) Virtual environments async vs sync basics 📌 If Python is weak → backend will be hard. ⚙️ LEVEL 2: FASTAPI CORE (VERY IMPORTANT) Learn: Creating FastAPI app Path params & query params Request body Status codes Response models Dependency Injection ( Depends ) Middleware basics Background tasks 📌 You should be able to build CRUD APIs confidently . 🗄️ LEVEL 3: DATABASES (CORE BACKEND SKILL) SQL (Must) SQLite (for learning) PostgreSQL (for jobs) SQLAlchemy Engine & Session Models Relationships (One-to-Many, Many-to-Many) Migrations (Alembic) Learn: Indexes Constraints Transactions 📌 Most bac...

  HOW TO EXPLAIN IN INTERVIEW (VERY IMPORTANT) Say this 👇 “I implemented secure authentication using FastAPI with JWT-based login/signup, password hashing, and role-ready architecture. The system is scalable to production databases and frontend frameworks.” 🔥 This sounds industry-ready . ❓ Why do we separate models and schemas? Answer: Models define database structure, schemas define data validation and API contracts. This separation improves security, scalability, and maintainability. 🔥 Recruiter-approved answer. 🧠 INTERVIEW LINE (REMEMBER THIS) Say this confidently: “I established a database connection using SQLAlchemy with SQLite, created models using declarative base, and initialized tables during app startup.” 🔥 Recruiters LOVE this sentence. ❓ COMMON CONFUSION (VERY IMPORTANT) ❌ “Do I need to install SQLite?” 👉 NO SQLite comes built-in with Python ❌ “Do I need username/password?” 👉 NO (only for PostgreSQL, MySQL) ❌ “Why not MongoDB first?” 👉 MongoDB ad...

 🧠 BIG PICTURE (IMPORTANT FIRST) In a FastAPI + Database project , files are separated like this: File Role Real-world analogy database.py Connects to DB Phone call connection models.py Database tables Excel sheets schemas.py Data validation Form checker main.py API logic Office manager 1️⃣ database.py — Database Connection Layer 📌 Purpose (Why this file exists) Connects your app to the database Creates a session to talk to DB One place to change DB (SQLite → PostgreSQL) Think of this as “opening a phone line” to the database. ✅ Code (Revisited) from sqlalchemy import create_engine from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import sessionmaker DATABASE_URL = "sqlite:///./users.db" 🔹 What this means SQLite database file → users.db ./ means current folder No server needed (good for learning) engine = create_engine( DATABASE_URL, connect_args={ "check_same_thread" : False } ) 🔹 Wh...

 Hello, my name is Ujjwal Kumar . I am a Computer Science undergraduate from SISTec Bhopal with hands-on industry experience as a Software Engineer Intern and a freelance developer . I have worked on AI automation, backend development, and real-world application projects , and I have also led small teams during academic and project work. My strengths include ownership of tasks, problem-solving, clear communication, and leadership mindset . I am eager to contribute to a professional team while continuously improving my technical and leadership skills.

 Good morning, and thank you for giving me this opportunity. My name is Ujjwal Kumar , and I am a Computer Science undergraduate from SISTec Bhopal , with strong interest and hands-on experience in software development, AI automation, and real-world problem solving . I am currently working as a Software Engineer Intern at Yuga Yatra Retail (OPC) Pvt. Ltd. , where I contribute to backend development, AI-based features, deployment support, and workflow improvements . In this role, I have learned how to take ownership of tasks, work with deadlines, and communicate effectively with team members , which has strengthened my professional discipline. Along with my internship, I actively work as a freelance developer , where I independently handle client requirements, solution design, development, and delivery . This experience has helped me develop leadership qualities such as accountability, decision-making, and client communication , because I am responsible for the complete lifecycle...

  ⭐ PROJECT YOU CAN SHOW IN INTERVIEW Project Title Automated Data Processing & Cleaning System Problem Statement (Interview Friendly) Raw data collected from different sources often contains missing values, duplicates, and inconsistent formats. Manual cleaning is time-consuming and error-prone. This project automates the data cleaning process using Python. Objective To build a Python-based automation script that: Cleans raw datasets Improves data quality Prepares data for analysis or AI workflows Tools & Skills Used Python Pandas CSV File Handling Automation Logic Data Validation Sample Input Data (Show This in Interview) raw_data.csv id,name,email,age,salary 1 ,Ujjwal,ujjwal @gmail .com, 22 , 30000 2 ,Ankit,, 23 , 35000 3 ,Ujjwal,ujjwal @gmail .com, 22 , 30000 4 ,Rahul,rahul @gmail .com,, 40000 5 ,Neha,neha @gmail .com, 21 , Problems in this data: Missing email Missing age Missing salary Duplicate rows What M...