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rushil23448/README.md

Hey there, I'm Rushil Shah ๐Ÿš€

๐ŸŽ“ Final-Year Engineering Student โ€ข ๐Ÿค– AI/ML Builder โ€ข ๐Ÿ› ๏ธ Full Stack & Computer Vision Enthusiast
โ€œCoding real-world intelligence โ€” one model, one module at a time.โ€


๐Ÿง  About Me

๐ŸŽฏ I'm passionate about using AI and full stack development to solve complex real-world problems and build smart systems.

๐Ÿ’ก What I Do:

  • ๐Ÿ’ป AI-Driven Applications (NLP, CV, GANs, Speech)
  • ๐Ÿ”ง Full Stack Projects (React, Flask, Node.js)
  • ๐Ÿ“ฆ Intelligent Pipelines (FastAPI, TTS, Docker, LLMs)

๐Ÿ’ผ Skilled in:
Python, JavaScript, React.js, Node.js, Flask, Streamlit, MongoDB, Firebase, TensorFlow, PyTorch, OpenCV, FastAPI, Docker, Git, Power BI


๐Ÿš€ Featured Projects

๐ŸŽ™๏ธ MockMate โ€“ AI Mock Interview App

Adaptive AI interview experience with talking interviewer face, audio narration, and real-time feedback.

  • โœ… Uses: Phi-2 for QnA generation, pyttsx3 for TTS, Wav2Lip for lip-sync, FastAPI for backend
  • ๐Ÿ’ก Tech Stack: Python, GANs, LLMs, SpeechT5, Semantic Similarity, Adaptive Questioning

๐Ÿงโ€โ™‚๏ธ Fall Detection System

Real-time human fall detection from video feeds using CNN + LSTM pipeline.

  • โœ… Uses OpenCV for video, CNN+LSTM for detection, Flask for deployment
  • ๐Ÿ’ก Optimized with GPU (RTX 4060/3050), real-time streaming support

๐Ÿ  2D Floor Plan Generator

Generate architectural layouts from text descriptions using GANs + labeled JSON data.

  • โœ… Uses: Custom data, JSON annotations, Kohya SS, style transfer
  • ๐Ÿ’ก Combines image segmentation, annotation parsing, and conditional GAN prompts

๐ŸŽต Spotify Music Trends Dashboard

A Power BI dashboard exploring trends in music genres, artist popularity, and audio features over time.

  • โœ… Visualized insights like tempo, energy, valence, loudness, and release trends
  • ๐Ÿ’ก Tech Stack: Power BI, Excel/CSV, DAX, Data Cleaning, Spotify Dataset

๐Ÿงฐ Tech Stack & Tools


๐Ÿ“Š GitHub Insights


๐ŸŒฑ Currently Exploring

  • ๐Ÿง  AI Agents, LLMs, RAG pipelines with vector DBs
  • ๐ŸŽจ StyleGAN/DCGAN for facial generation & conditioning
  • ๐Ÿ› ๏ธ LangChain, Semantic Search, Agentic AI
  • ๐Ÿ”„ CI/CD, Docker, FastAPI Deployment

๐Ÿ“ฌ Let's Connect


โšก Fun Bytes

  • ๐Ÿงช I love experimenting with real-time AI integrations
  • ๐Ÿค“ Iโ€™m always exploring how AI can make education, hiring, and health more accessible
  • โ˜• Code + Coffee = โค๏ธ
  • ๐ŸŽฎ When not building, Iโ€™m gaming, learning, or mentoring juniors!

Pinned Loading

  1. MockMate MockMate Public

  2. Real-Estate-Management-System Real-Estate-Management-System Public

    Java

  3. rushil23448 rushil23448 Public

  4. text2sketch text2sketch Public

  5. Text_2_Sketch1 Text_2_Sketch1 Public

    Jupyter Notebook