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savagesavitar/README.md

Hey, I'm Jaideep Attri

Data Scientist | ML Enthusiast

IIT Roorkee | Building AI systems that solve real-world problems

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What I Do

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Featured Projects

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Predictive Analytics for Resource Allocation

ML-driven flood-relief resource demand forecasting for 12 coastal Odisha districts using real datasets (IFL, Census 2011, DFSI) with interactive Streamlit dashboard.

Stack: Python 路 LightGBM 路 Streamlit 路 Scikit-learn 路 Pandas
ROC-AUC MAPE Districts Records Datasets
0.99 4.03% 12 3,456 5 Real
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Deepfake Audio Detection

End-to-end deepfake audio detection using CNN+LSTM and XGBoost on 198K+ utterances. Streamlit web app for real-time classification of genuine vs AI-generated speech.

Stack: Python 路 TensorFlow 路 Librosa 路 XGBoost 路 Streamlit 路 MIT License
Accuracy F1 Score EER ROC-AUC Models
92.5% 91.8% 7.5% 0.965 CNN+LSTM 路 XGBoost
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NIFTY-50 AI Dashboard

Institutional-grade AI decision-support dashboard for NIFTY-50 assets with MPT risk optimization, Explainable AI, and volume anomaly detection.

Stack: Python 路 Scikit-learn 路 Streamlit 路 PyPortfolioOpt 路 XAI
MPT Optimization XAI Predictions Anomaly Detection Risk Profiles
Ledoit-Wolf Shrinkage Feature Importances 2.5蟽 Volume Breakout Conservative 路 Balanced 路 Aggressive
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Agentic Video RAG

Agentic RAG pipeline that transforms educational videos into a searchable AI knowledge assistant using Whisper transcription, semantic embeddings, and LLM-based grounded responses.

Stack: Python 路 Whisper 路 Ollama 路 OpenRouter 路 NumPy 路 Cosine Similarity
Video-to-Text Whisper Transcription Vector Retrieval LLM Grounding
FFmpeg Pipeline Multilingual BGE-M3 Embeddings Hallucination Reduction
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Ghissu Portal

Full-stack academic portal for students to access organized lecture notes, previous exam papers, and syllabus tracking across departments and semesters.

Stack: Node.js 路 Express.js 路 EJS 路 MySQL 路 Aiven Cloud 路 Render
Course Navigation Resource Hub Crowdsourced Uploads Feedback System
Multi-department Notes + Papers Student Contributions Rating + Queries
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Portfolio Website

Personal portfolio website with responsive design, project showcases, skills section, and contact form.

Stack: HTML5 路 CSS3 路 JavaScript


Tech Stack

Python TensorFlow LightGBM Scikit-learn Streamlit Pandas NumPy Node.js MySQL Docker Git Power BI



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Popular repositories Loading

  1. Ghissu Ghissu Public

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  2. Agentic-Video-RAG Agentic-Video-RAG Public

    Agentic RAG pipeline for semantic video retrieval using Whisper, embeddings, and LLM-based grounded responses.

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  3. Nifty50_AI_Dashboard Nifty50_AI_Dashboard Public

    An institutional-grade AI decision-support dashboard for NIFTY-50 assets, featuring MPT risk optimization, Explainable AI predictions, and volume anomaly detection.

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  4. Predictive-Analytics-for-Resource-Allocation-in-Disaster-NGO-Operations Predictive-Analytics-for-Resource-Allocation-in-Disaster-NGO-Operations Public

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  5. Jaideep-Portfolio Jaideep-Portfolio Public

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  6. deepfake-audio-detection deepfake-audio-detection Public

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