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Suparshwa Patil - Software Engineer - AI in Remote, California

Suparshwa Patil

Mid-level Software Engineer specializing in Agentic AI and RAG systems

One CommunityPurdue UniversityRemote, California4 Years ExperienceMid Level

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About

Built and shipped a production AI-powered Q&A/RAG onboarding assistant at One Community Global that unified knowledge across Notion, Google Docs, and Slack, cutting volunteer onboarding time by 45%. Demonstrates strong end-to-end ownership: LangChain agent orchestration integrated into a FastAPI backend, rigorous evaluation (200-query dataset, ~85% accuracy), and production feedback/monitoring with source-attributed answers to build user trust.

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Key Strengths

  • Built and deployed production AI QA/RAG system reducing volunteer onboarding time by 45%
  • Improved system performance via caching and parallel searches (39% improvement)
  • Reliability-focused evaluation approach (200-question test set; improved accuracy from ~60% to ~85%)
  • Transparent AI outputs through source attribution linking answers to original documents
  • Pragmatic model selection to balance quality, latency, and cost (small-model filtering before larger models)
  • Designed measurable success metrics and failure-mode mapping (e.g., 85% accuracy, <2s latency)
  • Continuous production evaluation with logging, user feedback loops, and automated alerts
  • Effective collaboration with non-technical stakeholders; translated AI concepts into user-centric benefits

Reference Highlights

Strongly Recommended
  • Designed the whole backend of the system
  • Provided solutions for parallel dynamicism
  • Performs really great across teams and with non-technical stakeholders
  • Spot-on performance in stakeholder discussions and clarifying requirements
  • Fluent and clear at explaining technical concepts
  • Effective at educating developers and communicating changes to stakeholders

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Experience

Software Engineer - AIOne Community Global · Jun 2025 – Present
Founding Backend EngineerSuperVea · Aug 2025 – Oct 2025
Graduate ResearcherPurdue University · Jun 2024 – Jan 2025
Senior Software EngineerCapgemini · Jan 2021 – Jun 2023

Education

Purdue Universitymaster, Computer Science and Engineering (2025)
SRM Universitybachelor, Electrical & Electronics Engineering (2021)

Languages

English

Certifications

Oracle Cloud Infrastructure 2025 Generative AI Professional

Publications

1 publication

Dynamic Transformer architecturesNatural Language ProcessingMachine Translation

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Connect with Suparshwa

Suparshwa already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

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Hire with Reval

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Suparshwa PatilMid-level Software Engineer specializing in Agentic AI and RAG systems