Building intelligent systems that turn data into decisions 🚀

• 🎓 Integrated M.Tech in Mathematics & Computing from IIT (ISM) Dhanbad
• 💼 Experience in Machine Learning, Risk Analytics & Data Science
• 🤖 Focused on Generative AI, LLMs, RAG, and Agentic Systems
• 📊 Strong in end-to-end ML pipelines, from data → modeling → deployment
• 🧮 Passionate about mathematics-driven AI & scalable systems

• 🧠 Building Agentic RAG systems for intelligent analytics
• 🔍 Combining SQL + Vector Search for hybrid data intelligence
• ⚙️ Designing production-grade ML/GenAI pipelines
• 📈 Applying AI in risk analytics, decision systems, and business problems

• 📊 Built ML pipeline on 284K+ financial transactions
• 🎯 Developed models (XGBoost, RF, SVM, MLP) with 97.2% accuracy
• ⚖️ Solved extreme class imbalance (99:1) → +23% minority recall
• 🔄 Automated pipelines improving experimentation speed
• 🤝 Integrated models into real-world lending & risk workflows

🔗 https://github.com/AnuragIndora/AgenticRAG-Application

• Built GenAI-powered analytics system for structured + unstructured data
• Designed query-routing agents (SQL + retrieval + summarization)
• Integrated Milvus + PostgreSQL for hybrid intelligence
• Deployed using FastAPI + Streamlit dashboards

🔗 https://github.com/AnuragIndora/Text-Summarizer

• Fine-tuned BART on 50K+ samples
• Built end-to-end ML pipeline + real-time APIs
• Optimized for high-quality summarization (ROUGE performance)

🔗 https://github.com/AnuragIndora/Movie-Recommendation-System

• Designed content-based recommendation engine
• Used TF-IDF + cosine similarity
• Reduced memory usage by 80% for scalability

• Developed deep learning architecture combining CNN + GNN
• Improved performance by 23%
• Worked on low-data learning & structured feature modeling

Python SQL C++ Bash

Pandas NumPy Statistical Modeling Feature Engineering Hypothesis Testing

XGBoost Random Forest SVM Neural Networks Transformers

LLMs RAG Prompt Engineering LoRA PEFT

LangChain LangGraph LlamaIndex FastAPI Docker

PostgreSQL Milvus FAISS

• 🥈 Silver Medal (Top 50) — NeurIPS Open Polymer Discovery Challenge (Kaggle)
• 📈 Improved minority class detection by 23% in financial ML systems

• ☕ Coffee + command line = productivity
• 📝 Writing poetry & Shayari
• 🧪 Exploring systems, tools & low-level environments

• 💼 LinkedIn: https://www.linkedin.com/in/anurag-indora/
• 📧 Email: anuragindora474@gmail.com

“Good models predict. Great systems make decisions.”

✨ Always building, always learning ✨