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  • Udipalya , Bangalore , Karnataka

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Bhumika-1432006/README.md

Hi there, I'm Bhumika! πŸ‘‹ πŸ‘©β€πŸ’»

I am an Information Science & Engineering student and Full-Stack MERN Developer..


πŸ› οΈ My Tech Stack

Category Skills & Tools
Languages Python JavaScript Java C++ HTML5 CSS3
Frontend & UI Streamlit React TailwindCSS Bootstrap
Backend & DB NodeJS Express.js MongoDB SQLite Supabase PostgreSQL
AI, Vision & Audio OpenCV Face Recognition Audio Processing SDV/CTGAN PyTorch scikit-learn
Data Science NumPy Pandas Matplotlib Seaborn Plotly
DevOps & Utilities Git GitHub Vercel Render Dotenv Pillow Segno QR

πŸ“Έ Featured Project: SnapClass AI

An intelligent classroom attendance and engagement automation platform designed to eliminate manual roll calls and stop proxy attendance using computer vision and audio analysis.

  • Dual-Verification AI Pipeline: Deep facial recognition matches student profiles across classroom snapshots in seconds, paired with an audio-recognition fallback for voice roll-call verification.
  • Passwordless Face Login: Real-time facial identification for instant student authentication directly through a single camera snapshot.
  • Dual Role Architecture: Distinct portals for teachers (class QR codes, subject generation, CSV logs, issue replies) and students (subject cards, private notes, dispute reporting).
  • Gamification & Student Life: Features interactive engagement modules like "Your Semester, Roasted" (AI-generated attendance commentary) and "Start Beef" (peer-to-peer streak tracking).
  • UI/UX Polish: Fast, lightweight Streamlit frontend styled with a modern, responsive design and custom avatar personalization.

πŸ”— Project Code Links:

πŸ”— Live Links


πŸ₯ Featured Project: Med-Synth AI

A privacy-first clinical platform designed to bridge the gap between high-utility medical research and strict data confidentiality. By generating statistically accurate "Clinical Twins," this project enables secure AI training without exposing real patient information.

  • Generative Architecture: Utilizes advanced models like CTGAN and TVAE to preserve the complex statistical correlations of clinical data.
  • Privacy-First Pipeline: Automated, HIPAA-compliant PII scrubbing engine that identifies and removes sensitive patient identifiers.
  • Security & Validation: Integrated differential privacy and "Clinical Turing Tests" to stress-test synthetic datasets against re-identification risks.
  • UI/UX Engineering: Modern, minimalist interface built with Streamlit, featuring custom dark-mode glassmorphism and real-time feedback consoles.

πŸ”— Project Code Links:

πŸ”— Live Links


πŸ“ˆ Featured Project: Zerodha Full-Stack Clone

A comprehensive stock trading simulation platform. This project demonstrates my ability to handle complex state management, secure authentication, and multi-service deployment.

  • Architecture: Decoupled into 3 specialized repositories (Backend, Landing Page, and Trading Dashboard) to ensure modularity and independent scaling.
  • Authentication: Custom JWT-based logic with secure credential handling.
  • Data Management: Real-time CRUD operations for portfolio holdings and funds using Mongoose.

πŸ“ˆ Zerodha Clone: Project Code Links

πŸ”— Live Links


πŸ€– Featured Project: HelpGPT - AI Chat Assistant

A modern AI companion that provides real-time intelligent responses. This project highlights my skills in Generative AI integration and User-Specific Persistence.

  • AI Integration: Seamless connection with OpenAI API for contextual, high-quality chat interactions.
  • Auth Overlay: Custom-built signup gateway with a modern Glass-morphism Blur effect.
  • Thread Management: User-specific history storage in MongoDB, allowing private and persistent chat threads.
  • UI/UX: Premium dark-themed interface with mobile-responsive sidebar and real-time loading states.

πŸ”— Project Code Links:

πŸ”— Live Links


πŸ“« Let's Connect!

  • πŸŽ“ Education: Pursuing Information Science & Engineering
  • πŸ“ Location: Karnataka, India
  • ⚑ Fun Fact: I'm a big fan of psychological thrillers and sports

Popular repositories Loading

  1. Zerodha-Clone Zerodha-Clone Public

    A full-stack stock trading platform clone inspired by Zerodha, built to simulate trading and real-time market data features. This project is designed for learning and demonstration purposes.

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  2. HelpGPT HelpGPT Public

    A custom AI-powered chatbox designed to provide quick, interactive, and intelligent responses to users, offering a smooth and engaging conversational experience.

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  3. zerodha-frontend zerodha-frontend Public

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  4. zerodha-dashboard zerodha-dashboard Public

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  5. Bhumika-1432006 Bhumika-1432006 Public

  6. Helpgpt-frontend Helpgpt-frontend Public

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