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Manvi Panjwani - Machine Learning Engineer in San Francisco, CA

Manvi Panjwani

Mid-level Machine Learning Engineer specializing in cloud, governance automation, and distributed systems

SoftmaxClark UniversitySan Francisco, CA4 Years ExperienceMid LevelWorks On-Site

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About

Governance engineer intern at GSK who built policy-as-code automation using Open Policy Agent/Rego integrated into GitHub CI/CD and Terraform workflows. Also built and shipped a voice-enabled expense tracking app using speech-to-text + LLM structured extraction with strong validation, retries, and semantic guardrails, and designed the supporting PostgreSQL data model with performance-focused indexing.

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Key Strengths

  • Translated ambiguous governance requirements into correct, testable policy-as-code (OPA/Rego)
  • Designed robust LLM extraction pipeline with strict schema prompting plus validation/repair loops
  • Agent-style workflow design separating LLM planning from deterministic execution and business rules
  • Production reliability patterns: bounded retries/backoff, error classification (transient/structural/semantic), and user escalation paths
  • AI guardrails and operations: trace IDs, structured event logging, metrics (fallback/retry/validation failures), and curated regression sets
  • PostgreSQL schema design aligned to query patterns; improved performance via composite indexing for summary/browse queries

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Experience

Machine Learning EngineerSoftmax · Jan 2026 – Present
Governance Engineer InternGlaxoSmithKline · May 2025 – Aug 2025internship
Associate Software EngineerNokia · Jul 2022 – Jan 2024
Graduate Engineer Trainee InternNokia · Mar 2022 – Jun 2022internship
Data Science Project Lead InternTechnocolabs Software · Mar 2021 – Apr 2021internship

Education

Clark Universitymaster, Computer Science (2025)
Amity Universitybachelor, Computer Science (2022)

Skills

PythonJavaCC++SQLHTMLCSSGoRNext.jsTypeScriptJavaScriptReact NativeC#Angular

Languages

English

Certifications

Google Cloud Professional Machine Learning EngineerAWS Certified Developer - AssociateAWS Certified AI PractitionerCisco Certified Network Associate (CCNA) Routing and SwitchingCertified by The Australian Embassy and The UN for Campus Ambassador at IMUNData Analytics Consulting Virtual Internship - KPMG ForagePython for Data Science and Machine Learning - IBM Certified Developer

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Manvi PanjwaniMid-level Machine Learning Engineer specializing in cloud, governance automation, and distributed systems