Ramyashree Keshavamurthy

Operations Associate

United States4 yrs 7 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Led User Engagement team, enhancing decision-making tools.
  • Automated fraud detection, cutting incidents by 54%.
  • Developed LLM-powered chatbot, improving retrieval precision.
Stackforce AI infers this person is a data-driven professional specializing in HR analytics and AI-driven solutions.

Contact

Skills

Core Skills

Hr AnalyticsData AnalysisData ManagementLarge Language Models

Other Skills

AccountingAdobe PhotoshopAmazon Web Services (AWS)Analytical Thinking and Problem SolvingBusiness AnalysisBusiness StrategyCanvaCross-Cultural Communication SkillsCross-functional Team LeadershipEvent PlanningExcelFinancial AnalysisFraud DetectionGen AIHTML

About

I like to think of myself as a translator between data and decisions. With a background spanning engineering, analytics, and product development, I’ve built a career on solving messy problems, building systems from scratch, and making insights actionable. At WhiteHat Jr., I wasn’t just analyzing data—I was leading the entire User Engagement team with 3 data analysts and 6 sales managers. Together, we handled real-time ad hoc analytics, long-term data governance, and rebuilt outdated dashboards into scalable decision tools. Along the way, I automated fraud detection (cutting incidents by 54%), saved ~$10K/month by redefining KPIs, and was honored as Best Employee of the Month three times in a row. At UIC Health, I designed KPI dashboards that boosted workforce productivity by 20% and built HR analytics systems that gave leadership real-time retention and performance insights they didn’t know they were missing. Most recently, at Bosch, I collaborated with some of the sharpest minds in LLMs and RAG systems. Our capstone project—an LLM-powered metadata enrichment chatbot for enterprise knowledge management—reduced hallucinations by 64% and set benchmarks for AI-driven search. Beyond work, I’ve worn many hats: securing 20+ sponsors and drawing 1,500+ attendees for campus events, founding a technical student club, and helping NITK achieve a 97% placement rate as Placement Coordinator. (And yes, I’m also the friend who organizes the road trips, events, and house gatherings) What excites me? Product management and research at the intersection of data, AI, and healthcare. I thrive where analytics meets strategy and where curiosity turns into solutions that scale.

Experience

4 yrs 7 mos
Total Experience
1 yr 2 mos
Average Tenure
2 yrs 8 mos
Current Experience

Bosch usa

Project Intern

Aug 2024Dec 2024 · 4 mos · Chicago, Illinois, United States · Hybrid

  • Built and scaled an LLM-powered metadata-enrichment chatbot that improved retrieval precision from 73% → 82.5% and reduced hallucinations by 64%.
  • Optimized pipelines with advanced chunking + reranking, delivering enterprise-ready search in 2.3 seconds per chunk.
  • Learned firsthand how GenAI can move from hype to benchmarked, measurable impact in real-world systems.
LLMGen AIMetadata EnrichmentRetrieval-Augmented Generation (RAG)Large Language Models

Uic breathe chicago center©

Associate HR and Operational Analyst

Oct 2023Present · 2 yrs 8 mos · Chicago, Illinois, United States · Hybrid

  • Working with the Admin team of OVCHA and OPHS, UIC
  • Designed KPI dashboards that boosted productivity by 20% and improved transparency across teams.
  • Automated onboarding + compliance tasks, raising new hire satisfaction by 10%.
  • Built HR analytics foundations with Notion, giving leadership a real-time view of retention, turnover, and workforce distribution.
  • developed an integrated intranet (internal website) using SharePoint Power Pages, delivering real‑time workflow management, automated alerts, and centralized resources as a one-stop solution for all your scattered infos.
  • Discovered the joy (and challenge!) of translating HR chaos into data-driven clarity.
KPI DashboardsHR analyticsNotionSharePoint Power PagesData AnalysisHR Analytics

Whitehat jr

Business Analyst

Jun 2022Jul 2023 · 1 yr 1 mo · Bengaluru, Karnataka, India · Hybrid

  • Conducted comprehensive analyses of existing systems, identified areas for optimization, and revamped the performance management system (PMS) for over 300+ employees and agents, increasing average productivity by 18%.
  • Collaborated with stakeholders, sales administrators, and IT teams to understand and document business requirements, processes, and goals. Designed effective incentive solutions for agents and team leaders to enhance performance.
  • Implemented a data pipeline for real-time monitoring of key business metrics, fraud detection, and troubleshooting using Python, APIs, and automation, resulting in a 54% reduction in fraudulent activities, and analyzed business processes.
  • Reconciled ROI reports monthly and annually, cutting expenses by 40% through strategic changes in employee incentives.
  • Created and maintained process maps, workflow diagrams, and system documentation. Enhanced Online Reputation Management (ORM) with influencer marketing, leading to a 32% growth in net sentiment.
  • Translated business requirements into functional specifications, use cases, and system designs for development teams.
  • Conducted in-depth data analysis to optimize sales funnels, focusing on sales analytics, user engagement, data extraction, and visualization using SQL, Tableau, and Excel.
  • Developed various dashboards to communicate data effectively, enhancing decision-making processes.
Data AnalysisSQLTableauExcelFraud Detection

Central building research institute (cbri), roorkee, uttarakhand (india)

Research Intern

May 2021Jul 2021 · 2 mos

Addivity

2 roles

Live Project intern @ Addivity InterACT

Oct 2020Mar 2021 · 5 mos · Bangalore Urban, Karnataka, India · Remote

Marketing Communications Intern

Apr 2020Sep 2020 · 5 mos · Bangalore Urban, Karnataka, India · Remote

Education

University of Illinois Chicago

Master of Science - MS — Business Analytics

Aug 2023Dec 2024

National Institute of Technology Karnataka

Bachelor of Technology - BTech

Aug 2018May 2022

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