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JaanuNan/README.md

Typing SVG

🧠 Who I Am

  • 🎓 Integrated M.Sc in AI & ML, passionate about turning research into products
  • 💼 Ex-AI Intern @ EY — built real-time AI audit systems improving efficiency by 45%
  • 🛠️ Specializing in autonomous AI agents, multi-modal models, and explainable AI
  • 💡 Advocating for ethical and accessible AI innovation

🚀 Areas I’m Building In

  • Automated document intelligence & smart knowledge systems
  • Conversational AI with domain-specific LLM fine-tuning
  • Predictive models translating data complexity into clear business actions

🧩 Featured Work

🌟 Project 🔍 What It Does 🧠 Tech Behind It
SqliSentinel 🛡️ Detects SQL injection attacks in real-time BERT, GPT-4, Flask
SmartInvoice Parser 📄 Parses and structures invoice data automatically OCR, Pandas, Transformers
URL Detection 🌐 Detects malicious URLs with high accuracy BERT, Scikit-learn, Flask

🧰 Tech Arsenal

Languages:
Python SQL C R

AI/ML & Automation:
PyTorch
TensorFlow
Scikit-learn
LangChain
OpenCV
Transformers

Data Analytics & Visualization:
Pandas
NumPy
Matplotlib
Seaborn
Power BI
Excel

Specialties & Innovation:
LLMs
Agentic Workflows
OCR
Data Visualization

🏆 Highlights

  • 🥇 Winner — SIH Internal Hackathon
  • 🧠 Runner-up — National-level Hackathon (Nexus)
  • 🎯 Presenter — GenAI research paper & artistic endeavors
  • 🤝 Event Head — National-level Tech Symposium Hackathon (Melinia)

📊 GitHub Overview

Most Used Language

🌐 Connect With Me

LinkedIn
Email
Portfolio

🧩 Quick Facts

  • ☕ Fueled by coffee + creative code
  • 📖 Reads AI research for fun
  • 🚀 Mission: Make AI practical, ethical, and accessible

Pinned Loading

  1. ProductRecommendation-using-RL- ProductRecommendation-using-RL- Public

    A Streamlit application demonstrating Reinforcement Learning (RL) for intelligent product recommendations in online advertising. Explore different RL algorithms and their impact on personalization.

    Python 2

  2. Url-threat-Detection Url-threat-Detection Public

    Jupyter Notebook 1

  3. DropGNN DropGNN Public

    🔬 DropGNN Implementation | Official PyTorch implementation of "DropGNN: Random Dropouts Increase the Expressiveness of GNNs". Enhances Graph Neural Networks with node dropout for improved drug disc…

    Jupyter Notebook

  4. Employee-Shift-Scheduling Employee-Shift-Scheduling Public

    HTML

  5. SmartInvoiceAI SmartInvoiceAI Public

    AI-powered multilingual invoice parser with fraud detection, anomaly spotting via Isolation Forest, and Streamlit dashboard. Features LLaMA-4 extraction, chat assistant, and batch processing.

    Python 1

  6. sqli-guard sqli-guard Public

    AI-powered SQL injection detection & prevention tool using BERT and Stable Diffusion. Features real-time analysis, 3D attack visualization, query sanitization, and voice-to-SQL security.

    Jupyter Notebook