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Yash Namdeo Nikhare

Mid-level Machine Learning Engineer specializing in data security and GenAI systems

PNCNortheastern UniversityMA4 Years ExperienceMid LevelWorks On-Site

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About

Built Hexagon’s production Text-to-CAD Copilot that converts text and rough sketches into editable CAD code, combining GraphRAG (Neo4j/LangChain) with a Gemini-powered vision module and multi-agent geometric validation—cutting manual modeling from a day to ~45 seconds and driving retrieval latency below 50ms. Also has large-scale GCP data/ML orchestration experience (Airflow/Cloud Composer, Dataflow, Pub/Sub, Snowflake) processing 50M+ daily records with drift monitoring and automated reliability controls.

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Key Strengths

  • Built and deployed production Text-to-CAD copilot reducing CAD modeling from a full day to ~45 seconds
  • Designed low-latency hybrid retrieval (GraphRAG + re-ranking) achieving sub-50ms retrieval
  • Implemented multi-agent validation pipeline to improve geometric accuracy and produce syntax-error-free CAD code
  • Scaled orchestration/ETL workflows processing 50M+ daily records using Airflow/Cloud Composer and Pub/Sub
  • Reliability engineering for AI/data workflows: staging validation, unit/integration tests, monitoring, automated recovery, drift tracking
  • Effective collaboration with non-technical mechanical design engineers; translated real-world design constraints into AI workflows and UI

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Experience

Machine Learning EngineerPNC · Jul 2025 – Present
AI DeveloperPhysis Investment · Aug 2024 – Jun 2025
Machine Learning EngineerVivma Software Inc · Jan 2021 – Dec 2022

Education

Northeastern Universitymaster, Data Analytics

Awards

  • 1st runner-up - One Million Seconds Hackathon

Skills

A/B TestingAPI DevelopmentAWS GlueAzure Machine LearningBERTBigQueryClusteringContainerizationData AnalysisData ModelingData QualityElasticsearchETL PipelinesFastAPIFeature Engineering

Languages

English

Publications

1 publication

Computer VisionVideo CaptioningDeep LearningSequence Models (BiLSTM)

Memberships

  • IEEE

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Yash Namdeo NikhareMid-level Machine Learning Engineer specializing in data security and GenAI systems