Skip to content
View shwetabh-23's full-sized avatar

Block or report shwetabh-23

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
shwetabh-23/README.md

👋 Hi, I'm Shwetabh

I’m an AI Research Engineer and former Researcher at IISc Bangalore, working at the intersection of multimodal AI, misinformation detection, and agentic AI systems. My experience spans both academic research (WACV 2025, IIT Jodhpur) and industry-driven innovation (Johnson & Johnson, DRDO, Google, KissanAI), where I focus on building deployable, high-impact AI solutions.

🔬 Current Focus

  • Multimodal Fake News Detection (WACV 2025)
  • Deepfake Detection on Fully & Partially Generated Images
  • Vision-Language Integration for ASR (Google Vaani Project)
  • Dataset curation for Indian misinformation landscape
  • Optimizing inference pipelines using vLLM and LangGraph

🧠 Technical Skills

  • Languages: Python, SQL
  • Frameworks: PyTorch, Hugging Face, LangChain, LangGraph
  • ML & DL: CV, NLP, Multimodal Learning, Fake News Detection, Deepfakes
  • LLMs: RAG, PEFT, SFT, Agentic Workflows
  • Deployment: FastAPI, Streamlit, Docker, CI/CD
  • Other Tools: Git, Docling, SHAP, LIME

📌 Projects & Highlights

🚀 Built Innovation Graph – a GraphRAG-powered platform for collaborative ideation (Johnson & Johnson, AAV Labs) 📄 Published at WACV 2025 on multimodal misinformation detection (91.4% accuracy, SOTA) 🧠 Developed agentic pipelines for inference & reasoning using LangGraph (10× speedup) 🔎 Designed deepfake detection system (98% full, 64% partial generations) 🤝 Collaborated with Google Vaani to improve ASR WER from 25 → 21 🌾 Fine-tuned Qwen-7B for agriculture-based VQA (KissanAI, Hugging Face release)

📚 Publications

  • FRAUD-Net: Multimodal Fake News Detection using Uncertainty & Domain Adaptation (WACV 2025)
  • Gravitational Wave Classification using GMM and GLM (2023)

📫 Let's Connect

Thanks for stopping by!

Popular repositories Loading

  1. Movie-and-Song-Recommendation-System Movie-and-Song-Recommendation-System Public

    Based on a dataset of about 5000 movies and 1500 Songs, select one to get recommendations similar to selected option.

    Jupyter Notebook

  2. Bengaluru-Bus-Service Bengaluru-Bus-Service Public

    Jupyter Notebook

  3. shwetabh-23 shwetabh-23 Public

    Config files for my GitHub profile.

  4. Bengaluru-House-Price-Production Bengaluru-House-Price-Production Public

    This is an end to end project deployed on a flask server to predict the price of a house based on different features in bangalore city

    Jupyter Notebook

  5. Customer-Segmentation Customer-Segmentation Public

    Jupyter Notebook

  6. Web-Scraping-And-Sentiment-Analysis-Using-NLP Web-Scraping-And-Sentiment-Analysis-Using-NLP Public

    This project involves collecting data from web and performing a sentiment analysis over it and finally returning some charactersticks of the text data.

    Jupyter Notebook