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Shravani018/README.md

Hi, I'm Shravani

Master's student in Applied Data Science at Frankfurt School of Finance & Management.

With one year of experience as a Data Scientist in fintech, I have worked across automation, analytics, and machine learning. My work involved building automation pipelines and executive dashboards, as well as developing ML-driven solutions such as OCR-based KYC workflows, market sentiment analysis, and customer segmentation models.

🔍 Current Focus

Researching explainable AI and model interpretability frameworks, particularly SHAP and LIME, with an emphasis on fairness-aware approaches for building transparent ML systems in regulated financial environments.

🖥️ Tech Stack

Programming & Data

Python R SQL

Analytics & Business Intelligence

Power BI Tableau Streamlit

Data Engineering & Automation

Apache Spark Apache Hadoop Selenium n8n

Cloud & Development Tools

AWS Docker


📫 Let's Connect

Email

Open to collaborations, discussions on ML & data science, or just a friendly chat about AI ethics!

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  1. xai-credit-risk-analysis xai-credit-risk-analysis Public

    A credit risk prediction project that compares multiple machine learning models and applies explainable AI methods to interpret and analyze model decisions.

    Jupyter Notebook

  2. Decoding-ESG-Measuring-Clarity-and-Greenwashing-in-Corporate-Disclosures Decoding-ESG-Measuring-Clarity-and-Greenwashing-in-Corporate-Disclosures Public

    Analyzes 10 years of SEC 10-K filings from S&P 50 firms using NLP and Guided LDA to evaluate ESG communication clarity and detect greenwashing. Introduces the Greenwashing Risk Index (GRI) to measu…

    Jupyter Notebook 1 1

  3. Python-And-Tableau Python-And-Tableau Public

    Discover Python-Tableau projects that seamlessly combine analytical capabilities with stunning visualizations. Explore integrated Python code for data manipulation, analysis, and transformation, en…

    Jupyter Notebook

  4. tennis-elo-probabilistic-model tennis-elo-probabilistic-model Public

    End-to-end probabilistic tennis modeling pipeline using Elo ratings and Monte Carlo simulation.

    Jupyter Notebook

  5. jayesh15/applicant-tracking-system-nlp jayesh15/applicant-tracking-system-nlp Public

    Python 9 4