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ShwetaNagapure/README.md

πŸ’« About Me:

πŸ‘‹ Hi, I'm Shweta Ramesh Nagapure, an enthusiastic B.Tech student in Information Technology from SVKM’s Institute of Technology, Dhule.
πŸ’‘ I’m passionate about building impactful solutions at the intersection of data science, AI/ML, and real-world challenges.
πŸ”¬ My work has been recognized at national and global platforms like IEEE YESIST, SmartIdeathon, and Bank of Baroda Innovation Challenge.


πŸ’Ό Experience

  • AI Developer Intern | Infosys Springboard (Nov 2025 -Jan 2026 ) Working on RUL prediction using the NASA C-MAPSS dataset, building end-to-end LSTM/GRU-based deep learning pipelines for predictive maintenance.

  • AI Product Development Intern | AIWIZ Tech Solutions (Sept 2025 – Oct 2025) Developed production-ready AI solutions and ML pipelines; built a Violence Detection System (RWF-2000 + X3D) achieving 95.4% accuracy.

  • Research Intern | IEEE EMBS (Jun 2025 – Aug 2025) Designed RNN/LSTM-based time-series models for EEG seizure detection, achieving 94.7% accuracy and optimized for clinical deployment.


🀝 I’m looking to collaborate on:

  • AI/ML-based healthcare or FinTech solutions
  • Open-source projects using Flask, LangChain, and LLMs
  • Women-led innovation initiatives in tech

πŸ’¬ Ask me about:

  • My journey building:
    • 🧠 Swara – NLP-based speech therapy tool
    • πŸ’Έ Financial Advisory Bot using GenAI & Power BI
    • 🏷️ SmartVision QA tool for e-commerce using CV
  • Tips on pitching ideas, business models, and product strategy
  • How to turn data into insight with Power BI and storytelling

🌐 Socials

LinkedIn Email


πŸ’» Tech Stack:

C C++ CSS3 HTML5 Python Azure Google Cloud Vercel Django Flask MySQL SQLite MongoDB Pandas NumPy mlflow Matplotlib Keras Plotly PyTorch scikit-learn Scipy TensorFlow Docker Power Bi


πŸ† Achievements:

  • πŸ₯‡ IEEE YESIST Global Finalist (Malaysia) – Top 30/10,000+
  • πŸ₯ˆ SmartIdeathon (GITAM) – Best Woman-Led Innovation
  • πŸ₯‰ IDE Bootcamp Runner-Up – AICTE & MoE
  • πŸ”₯ Top 20 Finalist – Bank of Baroda Innovation Challenge
  • πŸ… Top 100 National Finalist – KPIT Sparkle (IoT & Automation)


πŸ“š Publications:

πŸ“„ Swara: An Integrated Learning Platform for Personalized Speech Therapy

  • Registered Copyright (India) – SW18865/2024
  • Combines ASR, NLP, and Deep Learning for speech correction

    πŸ’‘ Let's build something that makes a difference!

Pinned Loading

  1. ADGM-CorpGuard ADGM-CorpGuard Public

    Forked from 2CentsCapitalHR/ai-engineer-task-ShwetaNagapure

    An RAG-powered corporate agent for ADGM document validation, red-flag detection, and checklist compliance.

    Python

  2. EduSpot_Automated_Notes_Making_Support_System EduSpot_Automated_Notes_Making_Support_System Public

    This is a RAG- and SLM-based web application designed to capture notes from live lectures in real time. It can automatically generate structured notes while the lecture is ongoing. In addition, the…

    Jupyter Notebook

  3. IEEE-AI-ML-Internship-2025-epileptic-seizure-Predictions- IEEE-AI-ML-Internship-2025-epileptic-seizure-Predictions- Public

    This project focuses on leveraging Artificial Intelligence (AI) and Machine Learning (ML) techniques for the early prediction of epileptic seizures using EEG signal data.

    Jupyter Notebook

  4. PrognosAI-RUL-Predictive-Maintenance PrognosAI-RUL-Predictive-Maintenance Public

    PrognosAI is an AI driven predictive maintenance system designed to estimate the Remaining Useful Life (RUL) of industrial machinery using multivariate time-series sensor data. The project leverage…

    Jupyter Notebook

  5. RWF-2000-X3D-Violence-Detection RWF-2000-X3D-Violence-Detection Public

    The system utilizes Transfer Learning on the X3D-M (eXpanded 3D Convolutional Network) architecture to analyze motion and temporal cues across 16-frame clips, achieving high accuracy on the RWF-200…

    Python

  6. Smart-Vision-Technology-Quality-Control Smart-Vision-Technology-Quality-Control Public

    This project implements a smart vision technology solution for quality control in e-commerce product management. It utilizes advanced image processing and artificial intelligence (AI) to compare pr…

    Python