Vaibhav

Python Developer | Building Web Scrapers & Automation | 18yo Drop-Year Hustler aiming for CUET 2027 | Crushing code before college 🚀

[Vaibhav @vaibhavpy4]

Day 16/100 💻🔥- Today is ensured scraping completes (all data is scraped garunteed) before closing browser on playwright cz some data in last was left behind and not saving
Check out my code on repo:
https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

You can check out code on my https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

Day 15 💻🔥- i made a cookies - session saver on python for scraping
It gives time to login and do save location and essential info and then saves all session cookies that we can use with curl to scrape websites even with cloudflare

[Vaibhav @vaibhavpy4]

@GithubProjects https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

Day 12 Coding 🔥💻:

Today I learned to automate login on websites and save session , cookies so I don't have to login again when i run the script in future😏

Thanks,
And keep supporting a fellow newbie in coding and "doing what i like"

For code : https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

Day 10 coding🔥💻:
Today I stopped parsing HTML and started apiscraping on websites🕵️‍♂️
Tired of fighting broken CSS selectors on dynamic sites, used Py & Playwright to build API Network Interceptor
Instead of readin the frontend it hooks into network traffic
Pushed on GitHub:
👇

[Vaibhav @vaibhavpy4]

Day 9 - Today I build a cool api scraper 🔥💻
It directly pulls data of website from backend reducing hardwork and works in milliseconds and can even be reused 😏

Pushed code on git👇
https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

@vikitweetus Vs code and acode

[Vaibhav @vaibhavpy4]

Day 7 :🔥

[Vaibhav @vaibhavpy4]

Key additions to codebase today-✨💻
• Headless Chromium sandbox for lightweight environments.
• Network idle sync to catch async data loads.
• Explicit DOM element waiting to prevent race conditions.
https://t.co/OzNsHgnXiB
#buildinpublic #python #webscraping #codeleverage

[Vaibhav @vaibhavpy4]

Day 7/100 Coding : building financial freedom via coding🔥

Pivoted to dynamic JavaScript rendering. Static scrapers fail on modern websites because raw HTTP calls can’t execute clientside JS

Current focus: Structuring headless Playwright natively on Linux-Android

Code pushed👇

[Vaibhav @vaibhavpy4]

@VaibhavKha31789 @amritwt Why ?

[Vaibhav @vaibhavpy4]

Hey, i am new here i recently (2 months) started to learn coding , I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@hello_code_

[Vaibhav @vaibhavpy4]

Hey, i am new here i recently (2 months) started to learn coding , I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@alohaproxy

[Vaibhav @vaibhavpy4]

Hey, i am new here i recently (2 months) started to learn coding , I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@FilipPanoski

[Vaibhav @vaibhavpy4]

Hey, i am new here, recently (2 month) started to learn coding, I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@mahanot_dikshit

[Vaibhav @vaibhavpy4]

Hey, i am new here, recently (2 month) started to learn coding, I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@aditya_vellanki

[Vaibhav @vaibhavpy4]

Hey, i am new here i recently (2 months) started to learn coding , I was doing prep for neet but then i ditched it bcz I never wanted to do neet or medicine , my parents told me to , my passion and love is tech so I am leaning web scraping rn
please can u help me👋
@Ashutosh_7x7

[Vaibhav @vaibhavpy4]

2/2

Key takeaways from scaling crawlers:
1. Hard safety caps prevent infinite execution loops.
2. Defensive relative DOM parsing survives structural schema shifts.
3. Raw compute is useless without clean normalization pipelines.

Pushed code on GITHUB👇
https://t.co/OzNsHgnXiB

[Vaibhav @vaibhavpy4]

Day 6/100 of Coding :🔥
building financial freedom via Code Leverage💻

Static scraping was just stage 1, I unlocked Multi-Page Pagination pipelines (Tree DOM vs parameter increment)inside Termux😏

50% on the Web Scraping stack✨

Next target: Dynamic JS & Headless Browsers🧵👇