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Vikram Sandigaru - AI Engineer in Boston, US

Vikram Sandigaru

Mid-level AI Engineer specializing in AI agents, RAG pipelines, and LLM evaluation

FounderWayNortheastern UniversityBoston, US3 Years ExperienceMid LevelWorks On-Site

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About

Built and shipped production LLM systems at Founderbay, including a low-latency voice agent and a graph-based multi-agent research assistant. Strong focus on reliability in real workflows—hybrid SERP + full-site scraping RAG, grounding guardrails, validation checkpoints, and transcript-driven evaluation—plus performance tuning with async FastAPI, Redis caching, and containerization. Also partnered with a non-technical ops lead to automate post-call follow-ups via call summarization, field extraction, and tool-triggered actions.

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Key Strengths

  • Built and deployed production LLM voice agent with low-latency constraints
  • Designed hybrid retrieval (SERP + targeted/full-site scraping) to improve groundedness
  • Implemented guardrails and validation steps to reduce hallucinations and prevent guessing on weak context
  • Production-oriented evaluation approach using real conversation/edge-case datasets and transcript-based testing
  • LangGraph/LangChain orchestration with shared state and router-node tool routing for reliable multi-agent flows
  • Performance optimization under load (async FastAPI, Redis caching, containerization)
  • Effective collaboration with non-technical stakeholders to translate workflows into LLM tool-calling automation

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Experience

AI EngineerFounderWay · Jan 2025 – May 2025
Data EngineerLTIMindtree · Feb 2022 – Aug 2023
Machine Learning EngineerWisda Ventures · Jan 2021 – Jan 2022

Education

Northeastern Universitymaster, Information Systems (2025)
Jawaharlal Nehru Technological Universitybachelor (2021)

Languages

English

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Typically responds within 24 hours

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Vikram SandigaruMid-level AI Engineer specializing in AI agents, RAG pipelines, and LLM evaluation