Summary
Overview
Work History
Education
Skills
Timeline
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Ashritha Gugire

Ashritha Gugire

Fairfax,VA

Summary

Meticulous data analyst with a solid background in research and statistics. Skilled in creating knowledge graphs, finding anomalies, and working with large language models (LLMs). Experienced in projects involving movement patterns and rare event detection. Currently pursuing a Master's in Data Analytics with a focus on data analysis and machine learning.

Overview

3
3
years of professional experience

Work History

Research Assistant - Haystack Project

George Mason University (Deloitte)
04.2024 - Current
  • Developed ontologies and knowledge graphs for large-scale LLM applications, improving data structure coherence by 60%
  • Implemented trajectory movement analysis using parquet files (100GB+), detecting anomalous agent movement patterns with 85% accuracy
  • Applied autocorrelation techniques to identify anomalous time bins in rare event detection, achieving 90% precision
  • Streamlined cross-functional collaboration through JIRA board management, reducing project completion time by 25%
  • Engineered anomaly detection system for agent travel patterns, identifying suspicious movements with 75% accuracy
  • Created comprehensive documentation for ontology structures and analysis pipelines, improving team knowledge transfer by 40%

Business Intelligence Analyst

Infosys
08.2021 - 12.2022
  • Developed data visualization dashboards for stakeholder decision-making using Tableau
  • Enhanced data processing efficiency through AWS platform integration
  • Implemented automated data collection processes to improve accuracy and reporting speed

Education

Master of Science - Data Analytics, Data Modelling And Warehousing

George Mason University
Fairfax, VA
12.2024

Bachelor of Science - Computer Science

VBIT – Jawaharlal Nehru University
Hyderabad, India
07.2021

Skills

  • Programming & Analytics: Python, R, SQL, C Anomaly Detection, Time Series Analysis, Autocorrelation
  • Data Management & Visualization: Tableau, Power BI Neo4j, Graph DB, Apache Parquet AWS, Databricks
  • Development Tools: Git, Jenkins, Jupyter, JIRA Microsoft Suite (Excel, PowerPoint, Word, Project, Visio)
  • Domain Expertise: LLM Applications, Trajectory Analysis, Rare Event Detection, Ontology Development

Timeline

Research Assistant - Haystack Project

George Mason University (Deloitte)
04.2024 - Current

Business Intelligence Analyst

Infosys
08.2021 - 12.2022

Master of Science - Data Analytics, Data Modelling And Warehousing

George Mason University

Bachelor of Science - Computer Science

VBIT – Jawaharlal Nehru University

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Ashritha Gugire