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Saketh Kamatham

whoami

Saketh Kamatham

Software Engineer · Backend, Cloud & AI

I build reliable Java/Spring and Python/FastAPI services on GCP, from API design to production, and I'm growing into AI/ML engineering.

currently building: TODO(saketh): a RAG service on FastAPI + Cloud Run (sample text)

// sample content, pending review

CLOUD RUNClientAPISpring BootDatabasePostgreSQLWorkerFastAPI
Fig. 1 · Reference sketch of a service on Cloud Run

About

TODO(saketh): 3-4 sentence bio. Sample: I'm a backend-leaning software engineer who likes turning fuzzy requirements into well-tested services. Most of my work is Java/Spring Boot and Python/FastAPI running on Google Cloud, with enough React and TypeScript to ship the front end too. Lately I've been applying that foundation to AI/ML systems: retrieval pipelines, evaluation, and the infrastructure that keeps models useful in production.

Skills

  • Backend

    • Java
    • Spring Boot
    • Python
    • FastAPI
    • REST
    • gRPC
    • JUnit
    • pytest

    08 items

  • Cloud / Infra

    • GCP
    • Cloud Run
    • Docker
    • Terraform
    • Cloud Build
    • Pub/Sub

    06 items

  • Data

    • PostgreSQL
    • BigQuery
    • Redis
    • SQL

    04 items

  • AI / ML

    • Embeddings
    • RAG
    • pgvector
    • LLM APIs
    • Evaluation

    05 items

  • Frontend

    • TypeScript
    • React
    • Next.js
    • Tailwind CSS

    04 items

  • Tooling

    • Git
    • GitHub Actions
    • Linux
    • Bash

    04 items

Experience

  1. Software Engineer, Backend

    TODO(saketh): start date – Present

    TODO(saketh): Employer A

    • TODO(saketh): one line on the team and product (sample).
    • Cut p95 latency of a Spring Boot order API by TODO(saketh): X% by adding Redis caching and fixing N+1 queries
    • Migrated TODO(saketh): N services from VMs to Cloud Run with Cloud Build CI/CD, reducing deploy time to TODO(saketh): X min
    • Built a FastAPI service for document search with pgvector embeddings, serving TODO(saketh): X requests/day

  2. Software Engineer

    TODO(saketh): start date – TODO(saketh): end date

    TODO(saketh): Employer B

    • Designed REST APIs in Java/Spring for TODO(saketh): domain, covered by JUnit and Testcontainers integration tests
    • Built Pub/Sub to BigQuery event pipelines processing TODO(saketh): X events/day
    • Shipped React + TypeScript internal tools that TODO(saketh): outcome

  3. Software Engineering Intern

    TODO(saketh): start date – TODO(saketh): end date

    TODO(saketh): Employer C

    • Automated TODO(saketh): workflow with Python scripts, saving TODO(saketh): X hours/week

Full resume

Projects

Building this site Case study

This portfolio renders from a single resume.json. The goal: a new resume is parsed, validated with zod and lands as a reviewed pull request before Cloud Build deploys it to Cloud Run. Validation and rendering work today; the pull request and deploy stages are in progress.

  1. resume.pdfinbox
  2. Parsezod
  3. resume.jsonvalidated
  4. PR reviewhuman gate
  5. Cloud Rundeploy
Fig. 2 · Resume-to-site pipeline (PR review and deploy in progress)
  • Next.js
  • TypeScript
  • zod
  • MDX
  • Cloud Run
Drawn
SK
Rev
A
Status
In progress

  • TODO(saketh): project title Case study

    TODO(saketh): one-line summary of the problem and the outcome (sample).

    1. TODO(saketh): input
    2. TODO(saketh): service
    3. TODO(saketh): output
    TODO(saketh): diagram caption
    • TODO(saketh): tag
All projects 

Contact

Questions about a role, a project or this site? The contact form is the quickest way to reach me.

Send a message

Prefer email? saketh@sakethkamatham.com