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Jeet Ashwin Shah

Junior Full-Stack Engineer specializing in backend systems and agentic AI

San Francisco, CAFounding Engineer2 years experienceJuniorTechnologySaaSArtificial Intelligence
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About

Founding/early engineer experience across Asante and a Series A startup (Adgency), shifting from data science/ML into owning production full-stack systems end-to-end. Built core product flows (registration, business profiles, map service), AWS-deployed gRPC microservices with CI/CD, and operated low-latency agent/video ad generation workflows with retries/fallbacks and PostHog-based observability.

Experience

Founding EngineerASANTe
Undergraduate Researcher – Deep LearningIIIT Kottayam

Education

University of Colorado Bouldermaster, Data Science (2025)
IIIT Kottayambachelor, Computer Science & Engineering (2023)

Key Strengths

  • Owned and delivered production full-stack systems end-to-end (architecture, implementation, deployment)
  • Built AWS-based backend services using gRPC behind a load balancer for scalability
  • Implemented CI/CD and deployment practices with attention to preventing sensitive data leaks
  • Designed internal microservice/REST APIs with validation, authentication layers, and error handling
  • Reduced latency in an ad/video generation workflow by parallelizing steps and using fallback/retry loops
  • Applied browser automation (Selenium/Playwright) for UI regression testing and web data extraction
  • Used PostHog for production observability/analytics of model behavior and usage

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Languages

English

Skills

Active LearningAPI ArchitectureAWSAWS CognitoBashCI/CDClaudeContainerizationCSP-Darknet53Data ModelingDimensionality ReductionDockerFAISSFastAPIFine-tuning