Hi, I'm Aishwarya — I build data systems and insights.

Graduate Student (M.S. Data Science, GWU — anticipated Dec 2025). I work across data engineering, analytics, and machine learning: automating pipelines, training models, and building visualizations that inform decisions.

Washington, D.C. Email LinkedIn GitHub

Highlights

RAG for Accreditation (in progress)

Automated data extraction & verification with TypeScript, AWS, Neo4j, Pinecone, and LLMs to speed up non‑credit program accreditation.

TypeScriptAWSNeo4jPineconeLLMs

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Chicago Crime Analytics

Cleaned and analyzed a decade of crime data (2.5M rows) and built interactive geospatial dashboards in Tableau to surface patterns.

PythonPandasTableauGeo

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End‑to‑End ML Pipeline

From preprocessing to model selection and validation with Gradient Boosting, Random Forest, Logistic Regression.

scikit‑learnXGBoostML Ops‑lite

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APM & Automation at Scale

Built Python + JSON integrations to pull metrics via APIs/plugins and automated incident alerts for a financial services client.

PythonAPIsPower BIAutomation

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Skills

Programming

  • Python, R, SQL, C, JSON, YAML

ML / Data

  • scikit‑learn, TensorFlow, Keras, XGBoost, LightGBM
  • Tableau, Power BI; Pandas, NumPy, Matplotlib

Platforms & Tools

  • AWS, Neo4j, Pinecone, MongoDB, Dynatrace
  • ServiceNow, Jira, Postman, Jupyter

Ops & Systems

  • Kubernetes (exposure), Unix & Windows

Experience

Associate System Engineer — Tata Consultancy Services

May 2019 – Dec 2023 · Bangalore, India
  • Built APM & automation solutions by extracting metrics via APIs and custom Python/JSON plugins.
  • Published monthly Power BI reports on server health and forecasted risks from historical patterns.
  • Automated alerting during emergencies to notify dependent teams and reduce time-to-awareness.
  • Recognitions: Star of the Quarter, Special Achievement, Star Team, Service & Commitment Awards.

Education

The George Washington University — M.S. Data Science

Washington, DC · Anticipated Dec 2025

Coursework: Intro to DS, Data Mining, Data Warehousing, ML, Cloud Computing, Visualization of Complex Data.

Leadership: Graduate IA (Intro to DS, Fall ’24); Student Research Assistant (May 2025–Present).

GVP College of Engineering for Women — B.E. ECE

Visakhapatnam, India · May 2019

Leadership: Led 5‑member digital design project; ECE LAT secretary & president; taught with “We Can” NGO.

Get in touch

Email is best. I’m open to data analyst/engineer/scientist roles and collaborative projects.

Email Aishwarya