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Subritii/README.md

Hey there, I'm Subriti Pradhan!

💻 Tech Enthusiast | 🧠 Machine Learning Explorer | 🚀 Full-Stack Developer |

About Me I'm a Computer Science student at USF, passionate about AI, machine learning, and full-stack development.

What I Do Software Development & AI Developed DeityVision, a machine learning model that identifies deities using CNN and web-scraped datasets. Built SolusCode, an online interactive coding platform with real-time execution. Created a web scraping platform that extracts images & metadata from websites with Scrapy, BeautifulSoup, and Selenium. Worked as a Software Development Intern at Trinket for Education, optimizing APIs and building full-stack solutions. Community & Leadership Tech Lead at SHPE USF, where I optimized backend authentication systems for HackJam. Event Coordinator for the Nepalese Student Association, organizing career workshops and networking events. Freelance tutor, mentoring 50+ students in Python, Java, and C++.

Featured Projects

DeityVision – AI Image Recognition for Deities Tech: Python, Flask, CNN, TensorFlow, Keras, Web Scraping

Built a CNN-based system to classify deity images with 85% accuracy. Used web scraping (Scrapy & Selenium) to collect 10,000+ labeled images for training. Applied hyperparameter tuning & model evaluation to enhance accuracy by 15%. 🔗 GitHub Repo

Web Image & Metadata Scraper Tech: Python, Flask, Scrapy, Selenium, BeautifulSoup

Built a web scraping platform that extracts images and metadata from websites, including dynamic JavaScript-rendered pages. Developed API-based scraping with Flask and FastAPI for efficient querying. Implemented real-time WebSocket updates for users to track scraping progress. 🔗 GitHub Repo

SolusCode – Online Coding Learning Platform Tech: React.js, Node.js, MongoDB, Piston API

Designed an interactive coding platform that allows users to execute multi-language code in-browser. Developed a real-time code editor using Monaco React & Piston API. Improved task completion speed by 80% and boosted platform engagement by 30%. 🔗 GitHub Repo

⚙ Tech Stack Languages: Python, C++, JavaScript, TypeScript Web: React, Node.js, Flask, Angular Cloud & DevOps: AWS Lambda, Docker, Firebase, CI/CD Pipelines AI & ML: TensorFlow, Keras, BeautifulSoup, Selenium

Let's Connect! 🔗 LinkedIn - https://www.linkedin.com/in/subriti-pradhan-8344a8231/ 🐙 GitHub

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