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Vamshi Raoulakola

Mid-level Full-Stack & Data Engineer specializing in cloud-native systems and FinTech

University of Central MissouriUniversity of Central MissouriUnited States4 Years ExperienceMid LevelWorks Remote

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About

Built and shipped production AI search and RAG features for a university portal, including an embeddings-based semantic search layer and a documentation-grounded assistant with citations and anti-hallucination prompting. Also developed scalable, reliable data pipelines integrating Google Ads/GA4/Meta APIs for automated reporting, with strong focus on evaluation loops and retrieval quality improvements (hybrid search, chunking, query-log driven iteration).

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Key Strengths

  • Shipped end-to-end semantic search enhancement (embeddings + vector store + API + UI updates)
  • Built production RAG assistant grounded in official documentation with source citation and 'don’t guess' prompting
  • Data-driven iteration using user feedback and metrics (increased time on results pages, decreased bounce rate)
  • Designed LLM evaluation loop using real query logs; tracked retrieval accuracy and grounding with human review
  • Improved system quality by diagnosing retrieval as bottleneck and implementing hybrid retrieval + better chunking
  • Built scalable multi-source marketing analytics pipeline (Google Ads, GA4, Meta) with normalization, retries/checkpointing, and incremental pulls

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Experience

Student EngineerUniversity of Central Missouri · Sep 2024 – Present
Software EngineerXebia · Sep 2023 – Aug 2024
Associate Software EngineercoMakeIT · Mar 2023 – Aug 2023
Engineer TraineecoMakeIT · Sep 2021 – Feb 2023

Education

University of Central Missourimaster, Computer Science (2025)
CMR Engineering Collegebachelor, Computer Science and Engineering (2022)

Skills

JavaPythonJavaScriptTypeScriptPHPC++SQLSpring BootSpring FrameworkSpring SecurityHibernateREST APIsGraphQLAngularVue.js

Languages

English

Certifications

AWS Certified Solutions Architect Associate

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EngineeringJavaPythonJavaScriptTypeScript

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Vamshi RaoulakolaMid-level Full-Stack & Data Engineer specializing in cloud-native systems and FinTech