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shrey-shetty/README.md

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Shreya Shetty 👩‍💻

Turning messy data into something that actually matters.

MSc Applied Data Science @ SRH Heidelberg · ex-CS Engineer · based in Germany 🇩🇪
Open to Werkstudent, Data Analyst, and Junior Data Scientist opportunities across Germany 🟢


🧩 What I Do

I build things end-to-end — from raw data ingestion to dashboards that tell a story.
My work sits at the intersection of machine learning, predictive analytics, data engineering, and business intelligence.

  • 🔬 Machine learning models that go beyond accuracy metrics
  • ☁️ Cloud pipelines on GCP (Pub/Sub, BigQuery, Looker)
  • 📊 Dashboards in Tableau and Power BI that non-technical stakeholders actually understand
  • 🛡️ AI systems for compliance, intelligence, and anomaly detection

"I don't just run models. I ask whether we're solving the right problem."


🛠️ Stack

Python SQL PySpark GCP BigQuery Looker dbt scikit-learn Tableau Power BI Git


🚀 Projects

Project What it does Stack
Credit Risk ML ML model comparison on German Credit dataset — EDA, feature engineering, classification Python, scikit-learn
Autonomous Compliance Sentinel AI-powered regulatory monitoring & anomaly detection system Python, NLP
NVIDIA Strategic Intelligence Competitive intelligence analysis using real-world financial & market data Python, Analytics
Energy Pipeline End-to-end data pipeline for energy sector analytics Python, GCP
Fuel Price Analytics (repo coming soon) Real-time GCP pipeline: Pub/Sub → BigQuery → Looker GCP, BigQuery, Looker
Malware Detection (repo coming soon) Bachelor's thesis — ML-based malware classification Python, ML

📫 Let's connect

LinkedIn


German: A2 · English: Fluent · Available for Werkstudent roles across Germany

Popular repositories Loading

  1. credit-risk-ml credit-risk-ml Public

    End-to-end ML workflow for credit risk analysis — EDA, supervised modeling, and unsupervised segmentation on the German Credit dataset

    Jupyter Notebook

  2. Autonomous-Compliance-Sentinel Autonomous-Compliance-Sentinel Public

    Jupyter Notebook

  3. portfolio portfolio Public

    HTML

  4. energy-pipeline energy-pipeline Public

    End-to-end cloud data pipeline analyzing the merit-order effect in the German electricity market — GCP, Spark, BigQuery, dbt

    Python

  5. shrey-shetty shrey-shetty Public

  6. nvidia-strategic-intelligence nvidia-strategic-intelligence Public

    Multi-agent Strategic Intelligence dashboard for NVIDIA. LangGraph-orchestrated agentic pipeline (Scraper → Indexer → Analyst → CEO) that collects live news/HN data, indexes into ChromaDB, runs det…

    Python