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Farhath Banu

Senior Software Engineer specializing in AI-driven marketing and data platforms

PostscriptShadan College of Engineering and TechnologyBoston, MA7 Years ExperienceSenior Level

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About

Backend/data engineer who builds production FastAPI microservices and AWS serverless/Glue pipelines for SMS analytics and marketing segmentation. Led a legacy batch modernization into modular services (FastAPI + Glue/Athena + ClickHouse) using shadow-mode parity checks, feature flags, and incremental rollout. Demonstrated measurable performance wins (12s to sub-second SQL; ~40% CPU reduction) and strong incident ownership with proactive schema-drift prevention.

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Key Strengths

  • Built and maintained production FastAPI microservice for real-time SMS analytics (Kafka/SQS ingestion, validation/enrichment, persistence)
  • Designed resilient distributed processing with Celery retries and VPC-isolated internal workers
  • Implemented unified authentication layer across multiple providers (Google SSO, email/password, SMS auth)
  • Strong testing discipline: TDD, high code coverage, Cypress integration testing, and load testing
  • Delivered AWS serverless ingestion/processing using Lambda + SQS with Serverless Framework and GitHub Actions CI/CD
  • Built production AWS Glue ETL (JSON from S3 to partitioned Parquet for Athena/Redshift) with crawlers/data catalog
  • Schema evolution and data quality expertise (DynamicFrames, versioned schema pattern, nullable fields, validation alerts, dedupe, anomaly detection)
  • Modernized legacy batch segmentation system into modular services (FastAPI + Glue/Athena + ClickHouse) using shadow-mode parity validation and incremental rollout
  • SQL performance tuning with measured impact: reduced segmentation query runtime ~12s to sub-second and cut CPU ~40% via indexing and query rewrites
  • Owned and resolved production data pipeline incident (CloudWatch/SNS detection, hotfix, backlog reprocessing, added drift-prevention controls)

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Experience

Senior Software EngineerPostscript · Apr 2025 – Nov 2025
Senior Software EngineerKlaviyo · Nov 2022 – Mar 2025
Senior Software EngineerChairorama · Jun 2018 – Apr 2022
Software Engineer InternshipChairorama · Jul 2017 – Apr 2018internship
InternshipResearch Center of Imarat (DRDO) · Nov 2014 – Apr 2015internship

Education

Shadan College of Engineering and Technologybachelor, Computer Science (2018)
Government College of Polytechnicassociate, Computer Engineering (2015)

Languages

English

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Farhath BanuSenior Software Engineer specializing in AI-driven marketing and data platforms