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Jaswanth Vakkala

Mid-level Generative AI Engineer specializing in enterprise RAG and multimodal NLP

Wells FargoSt. Francis CollegeIselin, NJ5 Years ExperienceMid LevelWorks On-Site

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About

Built and deployed a production LLM/RAG chatbot at Wells Fargo for securely querying regulated financial and compliance documents, emphasizing low hallucination rates, explainability, and strict governance. Experienced with LangChain multi-agent orchestration plus Airflow/Prefect pipelines for ingestion, embeddings, evaluation, and retraining, and partnered closely with compliance/operations to drive adoption through demos and feedback-driven retrieval rules.

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Key Strengths

  • Built and deployed a production LLM chatbot for regulated financial/compliance documents
  • Strong hallucination reduction via retrieval-layer design (chunking, metadata filters, query rewriting, hybrid retrieval, reranking)
  • Governance-first architecture: role-based access controls, permission-aware retrieval, auditable grounded responses
  • Orchestrates complex LLM workflows and multi-agent systems with LangChain
  • Production pipeline orchestration with Airflow/Prefect including retries, timeouts, checkpoints, and monitoring
  • Metrics-driven testing and evaluation of agents (grounding accuracy, hallucination rates, latency, failure/fallback rates)
  • Effective collaboration with non-technical compliance/operations stakeholders using demos and requirements translation

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Experience

Generative AI EngineerWells Fargo · Aug 2024 – Present
Machine Learning EngineerHoneywell · Aug 2023 – Jul 2024
Data ScientistAccenture Limited · Oct 2021 – Dec 2022
Data ScientistWarner Bro’s. Discovery · Jun 2020 – Sep 2021

Education

St. Francis Collegemaster, Information Technology and Management

Languages

English

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Jaswanth VakkalaMid-level Generative AI Engineer specializing in enterprise RAG and multimodal NLP