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Discovering puzzle pieces in data
๐Ÿงฉ
Discovering puzzle pieces in data
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NiveditaSureshK/README.md

๐Ÿ‘‹ Hi, Iโ€™m Nivedita Sureshkumar

Junior Business & Data Analyst | Finance โ€ข Healthcare โ€ข AI

Thanks for stopping by my profile! Iโ€™m a passionate Analyst who thrives on transforming messy data into actionable insights and visual stories. With experience spanning finance, healthcare, and AI, I enjoy solving complex problems and driving smarter decisions through data.

As a Master's graduate in Applied Data Analytics from Boston University, I bring a strong foundation in statistical modeling, data pipelines, and machine learning. Whether it's crafting NLP-powered healthcare chatbots, building recommendation engines, or streamlining workflows with PySpark, Iโ€™m always focused on impact.

I love working with:

  • ETL pipelines using PostgreSQL and DBT
  • Interactive dashboards in Power BI and Tableau
  • Scalable models and workflows on Databricks and AWS

When Iโ€™m not analyzing data, youโ€™ll find me exploring cutting-edge AI tools or fine-tuning my next ML project.


๐Ÿง  Core Skills

  • Languages: Python, SQL, R
  • Data Science: Pandas, NumPy, Scikit-learn, Statsmodels, Matplotlib, Seaborn
  • ML & NLP: Regression, Classification, Recommendation Systems, NLP (SpaCy, NLTK)
  • Dashboards: Power BI, Tableau, Looker, Excel
  • Databases: PostgreSQL, SQL Server, BigQuery, MongoDB
  • Workflow Tools: DBT, Airflow, Git, JIRA, Docker

๐Ÿ›  Featured Projects

  • Ridge-penalized rare-event logistic regression model
  • Macro-financial feature engineering and VIF-based multicollinearity pruning
  • Monte Carlo PD simulation under VAR-based macroeconomic stress
  • Automated Airflow + dbt ELT for 3GB of rideshare, POI & weather data
  • Deployed in GCP with Looker dashboards and budget trigger alerts
  • Cut trip duration by 17% and p95 budget overruns by 11pp

๐Ÿ“Š Mutual Fund Alpha Analysis (Quant Research)

  • Clustered funds via CuSum & K-Means, outperforming S&P 500 by 12%
  • Regression models using Sharpe ratio, Jensenโ€™s alpha, AUM, and more

๐Ÿ’ผ Professional Experience

Data Analyst Intern - Mentis Systems

  • Built Power BI dashboards for engineering leadership
  • Automated Kafka + Lambda-based pipelines; optimized PostgreSQL queries (reducing 25% latency)

Business Analyst - Abecedarian LLC

  • Migrated legacy ERP to cloud with sprint planning & analytics
  • Led CRM feature rollouts with stakeholder training & workflow alignment

Research Assistant - Boston University

  • Developed a chatbot for medical patient triage (NLP with SpaCy/NLTK)
  • Built fund analysis models using WRDS data and Python

๐Ÿ“ซ Letโ€™s Connect

๐Ÿ“ Boston, MA
๐Ÿ“ง [email protected]
๐Ÿ”— LinkedIn โ€ข GitHub


๐Ÿ“Œ Always open to collaboration or a good data story.

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  1. 2022-Personal-Financial-Analysis-DB-MSExcel 2022-Personal-Financial-Analysis-DB-MSExcel Public

    Developed as a way to keep track of my expenses, allowing me to make informed and smart money decisions based on my complete financial picture.

    6 3

  2. E-commerce-Data-Analysis E-commerce-Data-Analysis Public

    K-mart sales strategy for the year 2020 based on the insights from the sales data in 2019.

    Jupyter Notebook 7 2

  3. Geospatial-Analysis Geospatial-Analysis Public

    The main objective of this project is to find insights and get some idea about the restaurants in Bangalore using different techniques like EDA, Geospatial and Sentiment Analysis.

    Jupyter Notebook 5

  4. HR-Analysis-DB-MSExcel HR-Analysis-DB-MSExcel Public

    A dashboard that provides a dynamic slice-and-dice overview of an organization's workforce, including departments, absences, and educational credentials.

    1

  5. Sales-Analysis-DB-MSExcel Sales-Analysis-DB-MSExcel Public

    Assessed historical shipping data for a shipping company selling products and shipping them to its customers' destinations to determine future shipping strategies.

    14 3

  6. Profit-Analysis-DB-MSExcel Profit-Analysis-DB-MSExcel Public

    A dynamic and highly interactive dashboard built using DAX that allows for quick and easy analysis of gross margin and net profit parameters.

    1