Neha Singh’s Post

Built a VS Code extension that lets you “see” a Python codebase instantly. I was testing it on a small fitness app project and within seconds it mapped: • API routes • Functions & classes • Cross-file dependencies • Execution paths • Impact of code changes Instead of opening 50 files and tracing imports manually. I call it Python Code Graph. It uses AST-based static analysis to understand Python structure and then visualizes the architecture in an interactive graph inside VS Code. A few things it can do: → Detect FastAPI / Flask / Django routes → Find Click / Typer CLI entry points → Detect Celery tasks → Show blast radius before changing code → Highlight critical paths to business logic → Generate AI-powered explanations Built with: Node.js + TypeScript VS Code Extension API Custom heuristic symbol resolution Glassmorphism-inspired UI Still improving it, tested on a smaller codebase but the first working version is live on GitHub. #Python #VSCode #BuildInPublic #DevTools #Programming #SoftwareEngineering

Built a real-time LAN chat and file sharing app using Python and Flask. It works like a mini WhatsApp for your local network — no internet needed. Multiple users can chat, share files, and see who's online, all running from a single Python script. Features include real-time messaging with WebSockets, drag and drop file sharing, typing indicators, message reactions, a search system, and a live analytics dashboard. Tech used: Python, Flask, Flask-SocketIO, SQLite, HTML, CSS, JavaScript. This project taught me real-world backend development, WebSocket communication, database design, and deploying Python web applications. 🔗 GitHub: https://lnkd.in/g8EpC-py #Python #Flask #WebDevelopment #BackendDevelopment #OpenSource

🚀 Day 4 of my 7 Days Django Challenge Today I built CurioLog — Daily Curiosity Journal 🧠✨ It’s a Django-based journaling web app where users can store and organize: ideas questions observations experiments learning notes Instead of making a very basic project, I wanted to build something that feels more practical and meaningful. ✅ Features: User authentication Add / edit / delete entries Categories and tags Search and filters Dashboard analytics Monthly and category charts CSV export Responsive UI 🛠️ Tech Stack: Python, Django, Bootstrap 5, Chart.js, Pandas, SQLite 📚 What I learned: Django authentication CRUD operations Model relationships Search & filtering Dashboard logic Data visualization Exporting data This project gave me a much better understanding of how real-world Django apps can be structured beyond just forms and models. 🔗 GitHub: https://lnkd.in/ggTm7Hyc #Django #Python #WebDevelopment #FullStackDevelopment #BackendDevelopment #StudentDeveloper #Projects #LearningInPublic #GitHub #SoftwareDevelopment

🚀 Built a QR Code Generator using Flask! 🧪 I recently created a simple yet useful QR Code Generator Web App where users can instantly generate QR codes from text or URLs. 💡 This project helped me understand: • Backend development with Flask 🧪 • Connecting frontend with Python • Handling user input & generating dynamic output ⚙️ 🔗 GitHub: https://lnkd.in/dN8JBRTn Always learning, always building. 💻 Would love your feedback! 🙌 #Python #Flask #WebDevelopment #Projects #Coding #Learning

Day 41 of #60DaysOfMiniProjects Today I built an Unsent Message Web App using Python & Flask Not just another project… This one lets you express what you feel — without actually sending it. Some messages are never meant to be sent… but they still deserve to be written. What this system does: • Write messages to anyone anonymously • Stores messages securely in a file • Adds real-time timestamp • Simple and clean web interface • Built using Flask backend Why this project matters: • Helps you express emotions freely • Works like a personal emotional journal • Great for reflection and mental clarity • Shows how coding can solve real-life problems Concepts used: • Flask (Web Framework) • File Handling (Read/Write) • HTML Templates • Forms & POST requests • Date & Time module From CLI to Web App — leveling up step by step. Next improvements: • Add message viewing page • Add password protection • Store data in database (SQLite) • Improve UI design Building consistently. Learning daily. Improving step by step. #Python #Flask #WebDevelopment #MiniProjects #BuildInPublic #CodingJourney #DeveloperLife #LearningInPublic #60DaysOfCode

🚀 Excited to share my latest project — Smart To-Do & Productivity Tracker! A full-stack web app built with Python Flask + SQLite that helps you organize tasks and stay productive. ✅ User authentication (signup/login) ✅ Task priority levels (High / Medium / Low) ✅ Time scheduling for each task ✅ AI-powered productivity suggestions ✅ Dark mode support ✅ Live productivity summary 🔗 Live Demo: https://lnkd.in/g5iJZBtA Would love your feedback! 🙌 #Python #Flask #WebDevelopment #FullStack #SQLite

🚀 Built a Python Flask Application — Turning Ideas into Real Web Apps Excited to share that I’ve recently developed a web application using Python Flask, focusing on building a lightweight and efficient backend system. This project helped me move beyond just writing scripts and step into real-world backend development. 🔧 What I implemented: 🐍 Backend using Flask (Python) 🌐 RESTful routing & API handling 📦 Dynamic data processing and rendering 🧩 Clean project structure for scalability 🔗 Integration with frontend components ⚙️ Debugging and optimizing application flow 💡 Key Learnings: How backend logic actually powers real applications Importance of structuring routes and handling requests properly Writing clean, maintainable, and scalable code Understanding client-server communication One thing that stood out to me: Flask may be minimal, but it gives complete control to build powerful applications. This project strengthened my confidence in: ✔ Python programming ✔ Backend development ✔ Problem-solving approach ✔ Building end-to-end applications I’m now looking forward to: 🚀 Building more advanced features 🚀 Exploring APIs & database integration 🚀 Scaling this into a full-stack project 💬 If you’ve worked with Flask or backend development — What do you think is the most important concept beginners should focus on? #Python #Flask #BackendDevelopment #WebDevelopment #FullStackDeveloper #LearningInPublic #DeveloperJourney #BuildInPublic #SoftwareEngineering #CodingLife

Python is still undefeated for rapid web development in 2026 🔥 Here’s why I keep coming back: • Flask → lightning-fast APIs • Django → full-featured apps with admin panel in minutes • BeautifulSoup + Selenium → scraping & automation heaven • pandas + FastAPI = data-driven backends Built 3 client projects last quarter using just Python + modern front-end. Speed + scalability = win. What’s your favorite Python web framework right now? Tell me below 👇 #Python #WebDevelopment #Flask #Django #FullStack

🐍 Day 23 & 24 of My 30-Day Python Learning Challenge 🚀 Over the last two days, I transformed my Log File Analyzer into a simple web app using Streamlit. 📌 What I Built: ✅ File Upload Feature Users can upload any text file for analysis import streamlit as st file = st.file_uploader("Upload a file") --- ✅ File Reading & Preview if file: content = file.read().decode("utf-8") st.write(content[:200]) --- ✅ Integrated My Previous Logic • Word frequency counting • Data cleaning (punctuation removal) • Stopwords removal • Top frequent words --- 📊 What This Means: • Python script ➝ Interactive Web App • More practical and user-friendly • Closer to real-world applications 💡 Key Learning: Building a UI makes projects more impactful than just writing scripts. 📊 Quick Question Which command is used to run a Streamlit app? A) python app.py B) run app.py C) streamlit run app.py D) start app Answer tomorrow 👇 #Python #Streamlit #MiniProject #WebDevelopment #LearningInPublic #SoftwareDeveloper

Day 57 of #100DaysOfCode 🚀 Today I built a blog application using Flask 🧩 I focused on understanding how to structure a web app using Flask, including routing, templates, and handling user input. It was interesting to see how quickly you can turn a simple idea into a working blog with Python. 🔹 What I worked on: Setting up a Flask project Creating routes for home, post, and add blog pages Using Jinja2 templates for dynamic content Handling form submissions Basic styling for better UI 💡 Key learning: Flask makes backend development feel simple and flexible. Once the basics are clear, building real-world projects becomes much easier. Still a lot to improve — like adding authentication, database integration, and deployment — but this feels like a solid step forward. On to Day 58 💪 #Flask #Python #WebDevelopment #CodingJourney #LearnByDoing