👋 Hi, I’m Shreya Kumari

🎓 Final-year B.S. in Data Science & Applications @ IIT Madras
🔬 ML Intern @ Materials Informatics Lab, IIT Madras
🔬 Ex Research Intern @ CIFIL, IIT Madras
💻 Interests: LLM Systems, Deep Learning, ML & Full-Stack Development
🌱 Working on scalable DL systems, NLP pipelines, and production-ready ML platforms
😄 Pronouns: she/her | ⚡ Fun fact: I enjoy building systems end-to-end

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🚀 Selected Projects

• LLM Council – Multi-LLM cross-verification system (Groq / Ollama)
• Brain Tumor Detection – CNN-based MRI image classification pipeline achieving 95% accuracy
• Ensemble Image Classification – Handwritten digit recognition (ResNet, DenseNet, EfficientNet)
• GuruSetu – Full-stack React + FastAPI platform for academic workflows | Demo
• AI Virtual Learning Assistant – GenAI agent for personalized student guidance
• Event-Driven Backtesting Engine – GPU-accelerated quantitative backtesting (CUDA, Numba, CuPy)
• SMS Spam Detection – Ensemble & classic ML models with preprocessing