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shivagupta8/README.md

💫 About Me:

I’m an aspiring data scientist with a background in physics, working at the intersection of ML/AI and real-world systems ⚙️.
Right now, I’m building physics-informed ML models for laser-induced plasma simulations, turning large-scale data into signals that can guide thin-film experiments.
I’ve worked across generative models like VAE and SE(3)-GNN, HPC workflows, and messy real-world datasets.
That includes training deep learning models, building end-to-end ML pipelines, and developing dashboards in Tableau and Power BI 📊.
Lately, I’ve been spending more time on statistics, probability, and efficient computing, especially GPU programming ⚡
I’ve also worked on workforce data at Central Six Alabama Works, where I cleaned and analyzed 1K+ survey records,
identified key hiring barriers using statistical tests, and built dashboards used by 30+ organizations to support decision-making
across the region.

🌐 Socials:

Discord LinkedIn

💻 Tech Stack:

C C++ Java Python Bash Script AWS Firebase Git GitHub Azure MySQL Python NumPy Power Bi scikit-learn Scipy Pandas TensorFlow PyTorch mlflow Matplotlib nVIDIA

📊 GitHub Stats:




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  1. credit-risk-model-validation credit-risk-model-validation Public

    End-to-end validation of a credit risk model, covering performance, calibration, explainability, stress testing, and monitoring.

    Jupyter Notebook 1

  2. Personal_Website Personal_Website Public

    CSS

  3. Event-Insight-Disaster-Agents Event-Insight-Disaster-Agents Public

    Multi-agent Gemini pipeline that researches natural disasters and generates structured situation briefs with sources, images, validation, and timelines.

    Jupyter Notebook 1