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Lakshmi Priya Ramisetty - Software Engineer, ML, AI & Graph in Redwood City, CA

Lakshmi Priya Ramisetty

Mid-level ML & Data Engineer specializing in GenAI, graph modeling, and fraud/risk analytics

BlueArcYeshiva UniversityRedwood City, CA5 Years ExperienceMid LevelWorks On-Site

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About

Built a production AI fraud/risk scoring platform at BlueArc that ingests web business/product/site data, generates text+image embeddings, and connects entities in a graph to detect reuse patterns and links to known bad actors. Optimized for scale with incremental graph re-scoring and delivered investigator-friendly explainability by surfacing the exact signals/relationships behind each score; orchestrated workflows with Airflow and GCP event-driven components (Pub/Sub, Dataflow, Cloud Run) and has recent LLM workflow orchestration experience (retrieval, prompting, scoring).

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Key Strengths

  • Built and deployed production AI system for business fraud/risk/impersonation scoring
  • Graph-based approach linking businesses via shared assets/behavior (reused images/descriptions) to detect coordinated abuse
  • Performance optimization via incremental graph updates and re-scoring (avoids full recomputation as data changes)
  • Strong focus on explainability—exposed concrete signals and relationships behind risk scores for investigators
  • End-to-end pipeline orchestration experience (ingestion → embeddings/features → inference/scoring → post-processing) with monitoring/alerts
  • Pragmatic model/retrieval/prompt selection using rapid prototyping and metric-based comparisons under real constraints
  • Effective collaboration with non-technical trust/operations stakeholders to translate investigation needs into usable model features

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Experience

Software Engineer, ML, AI & GraphBlueArc · Feb 2025 – Present
Data Engineer - GenAIIntheLoop, Inc. · Sep 2024 – Jan 2025
AI/ML EngineerFinServ Experts · May 2024 – Aug 2024
Data EngineerEgen · Mar 2021 – Jul 2023
Machine Learning Engineer InternAccenture · Jan 2020 – Jul 2020internship

Education

Yeshiva Universitymaster, Artificial Intelligence (2024)
IIIT Bangaloremaster, Computer Science (2020)

Awards

  • Rookie of the Year 2021 - Egen
  • Academic Star - IIITB
  • INMO Qualifier

Skills

PythonSQLPySparkApache AirflowETLPostgreSQLBigQueryLookerMachine LearningGenerative AIRetrieval-Augmented Generation (RAG)TransformersTensorFlowPyTorchLoRA

Languages

English

Certifications

Google Cloud Professional Data EngineerGoogle Cloud Professional Machine Learning EngineerGoogle Cloud Associate Cloud Engineer

Publications

2 publications

Clinical NLPState-space modelsVeterinary/clinical language modelingText-to-video generationDiffusion modelsMultimodal generative AI

Memberships

  • ACM
  • IEEE

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Lakshmi Priya RamisettyMid-level ML & Data Engineer specializing in GenAI, graph modeling, and fraud/risk analytics