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AishwaryaMaddula/README.md

🙋🏻‍♀️ About Me

Hello, I'm Aishwarya Maddula, a Data Science graduate student at The George Washington University.
I’m passionate about turning data into insight through analytics, machine learning, and automation.

  • Designing and automating data pipelines using Python and APIs
  • Building predictive models and performing feature engineering
  • Creating dashboards and visual analytics using Tableau and Power BI
  • Working with data warehouses, SQL, and cloud tools (AWS, Neo4j)
  • Exploring generative AI for intelligent automation, building agentic workflows, and integrating LLMs with real-world data

Typing SVG
Portfolio


🧰 Tech Stack

Category Tools
Languages Python R JavaScript TypeScript SQL JSON YAML C
Core Libraries Pandas NumPy
Databases & Cloud AWS Neo4j MySQL MongoDB
Data Engineering PySpark Kafka
ML & AI TensorFlow PyTorch Scikit-learn XGBoost LightGBM Keras
LLM & Gen AI OpenAI LangChain Hugging Face Ollama LlamaIndex Pinecone RAG Agents SDKs Spec-Kit
Visualization & BI Tableau PowerBI Matplotlib Plotly ggplot2 Excel
DevOps & Tools Kubernetes ServiceNow Jira Dynatrace
Dev Environment Jupyter Colab Git GitHub

👋🏻 Connect with Me

  • LinkedIn
  • Email
  • Slack
  • Google Developer

📊 GitHub Stats

Top Langs

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  1. PseudoLabeling_Using_ReinforcementLearning PseudoLabeling_Using_ReinforcementLearning Public

    Reinforcement Learning–based pseudo-labeling framework for semi-supervised learning, optimizing label selection using Q-learning and reward-driven feedback.

    BibTeX Style

  2. MedicalChatbot MedicalChatbot Public

    RAG-powered medical chatbot built with Python, Flask, LangChain, Pinecone, and OpenAI, featuring vector retrieval and AWS containerized deployment

    Jupyter Notebook

  3. Chicago-Crime-Data-Analysis Chicago-Crime-Data-Analysis Public

    Chicago crime analytics project using Python and Tableau — includes data cleaning, EDA, and interactive dashboards revealing spatial and temporal patterns in crime incidents.

    HTML

  4. Customer-Data-Management-For-DataWarehousing Customer-Data-Management-For-DataWarehousing Public

    Using Python and MySQL - Data Warehousing and Market Basket Analysis project with automated ETL, OLAP queries, and association rule mining for retail sales insights.

    Jupyter Notebook

  5. End-To-End-MachineLearning-Pipeline End-To-End-MachineLearning-Pipeline Public

    Implementation of a reproducible end-to-end machine learning pipeline with automated preprocessing, exploratory data analysis, model selection, and hyperparameter tuning using Scikit-learn and Python.

    Jupyter Notebook

  6. COVID19-Vaccination-Impact-Analysis COVID19-Vaccination-Impact-Analysis Public

    This repository contains statistical and exploratory analysis in R examining how the COVID-19 vaccination rollout influenced mortality trends across U.S. regions.