Summary
Overview
Work History
Education
Skills
Timeline
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Nikita Shah

Cupertino,CA

Summary

Results-driven Senior Analyst at Infogain with expertise in data visualization and model training. Spearheaded the development of automated processes, enhancing data quality and team collaboration. Proficient in SQL and skilled in strategic problem-solving, I consistently deliver impactful insights that drive business success.

Overview

6
6
years of professional experience

Work History

Senior Analyst

Infogain
Burlingame, CA
03.2022 - Current
  • Leveraged an internal automated speech recognition model to iterate through collected speech data, automatically flagging unusable data points without manual QA intervention
  • Developed robust code to parse through internal LLM responses to determine accuracy and satisfaction, and used the output to curate better datasets for model training
  • Led a team comprised of both data analysts and engineers, allowing for a broader scope of deliverables to be achieved, and improving cross-functional work
  • Created and implemented a principled approach to collect data, allowing for scalability, and clear insight into ROI

Data Analyst

Infogain
Menlo Park, CA
09.2021 - 03.2022
  • Revamped data collection retrospectives to define common failure points, and create roadmaps to implement better processes for future programs
  • Designed and developed data pipelines, and ensured data quality to support more than 80 Product Data Operation Specialists
  • Created various dashboards to track the quality and diversity of data collections
  • Ingested data from disparate sources using a combination of SQL, Python, and DataSwarm Analytic Engine (DAE)

Data Analyst

Lodestone
Menlo Park, CA
08.2020 - 09.2021
  • Obtained a detailed understanding of the client's internal processes and workflow to enable better service delivery and enhanced client relationships
  • Ran A/B tests to improve annotator performance and throughput by utilizing different website UIs to determine efficacy and bias of auto-filled words
  • Successfully developed new machine learning algorithms that led to the acquisition of the company by Tech Mahindra

Technology Analyst Intern

Insmed Inc
Bridgewater, NJ
05.2019 - 08.2019
  • Researched and planned the migration of antivirus software on all mobile devices company-wide
  • Presented projects to the CxO team and non-technical employees to shed light on the work accomplished by the IT team
  • Utilized Jupyter, NumPy, and Pandas to automate repetitive tasks and generate charts visualizing data

Education

Bachelors - Computer Science

Rutgers University
New Brunswick, NJ
05.2020

Skills

  • Data visualization tools: Tableau and Looker
  • Statistical analysis software: MATLAB
  • Programming languages: PostgreSQL, Presto, Python, R
  • Data manipulation techniques
  • Model training methodologies
  • Dashboard development

Timeline

Senior Analyst

Infogain
03.2022 - Current

Data Analyst

Infogain
09.2021 - 03.2022

Data Analyst

Lodestone
08.2020 - 09.2021

Technology Analyst Intern

Insmed Inc
05.2019 - 08.2019

Bachelors - Computer Science

Rutgers University

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