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Keerthana Kotha

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Keerthana Kotha

Senior Software Engineer · Full Stack & AI

I build secure, scalable web platforms at JPMorgan Chase, and I make AI do the heavy lifting in how we build them.

Currently crushing: AI workloads, LLM tokens, 6-month roadmaps, flaky tests, tech debt

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  • LLM tokens50–60%fewer LLM tokens with my graph context engine
  • 6-month roadmap1 monthto ship an app scoped at 6–7 months, using AI
  • Enterprise scale5 yrsbuilding at JPMorgan Chase
  • Flaky codeEvery pushchecked by coverage and ESLint gates I added

01About

About

I'm a full stack engineer with five years at JPMorgan Chase, working across Java and Spring Boot services, React and TypeScript front ends, and AWS infrastructure.

Lately most of my energy goes into AI-assisted engineering: giving coding assistants better context, writing reusable agent skills, and shipping in weeks what used to take months.

I care about the boring parts too. Test coverage gates, linting on every push and clean architecture are how fast teams stay fast.

02Work

Selected work

01

Graph context engine for AI coding assistants

My own graph database that turns repos and AI chats into a knowledge graph, so assistants get the right context with 50–60% fewer tokens.

  • Knowledge graph
  • LLM
  • Claude
  • GitHub Copilot
02

Micro frontend platform (ProjectUnity)

Single-SPA + Module Federation architecture with shared routing, communication and state patterns across distributed apps.

  • Single-SPA
  • TypeScript
  • Module Federation
  • GraphQL
  • AWS ECS
03

A 6–7 month app, shipped in one month

Built a complete application with Claude and GitHub Copilot, using agent skills to keep output consistent with our architecture.

  • AI-assisted development
  • Agent skills
  • React
04

Quality gates that catch issues at commit time

Minimum coverage on every change and ESLint on every push, so defects surface before QA and reviews stay short.

  • CI/CD
  • ESLint
  • Playwright
  • Testing
05

Accessible PDF generation service (AdvisorPro)

Moved customer PDF generation from React to a Spring Boot service with ADA-compliant output.

  • Spring Boot
  • Java
  • Accessibility

03Experience

Experience

JPMorgan Chase & Co.

Software Engineer

Sep 2021 – PresentHyderabad, India

  1. ProjectUnity

    Jan 2026 – Present

    • Designed a micro frontend architecture with Single-SPA, TypeScript and Webpack Module Federation, including routing, cross-app communication and shared state patterns.
    • Co-developed the Offers UI, the first front-end project in our domain, working out its setup and UI patterns from scratch.
    • Owned ProductFinder's Save and Share feature end to end.
    • Took ownership of the Dashboard UI after shaping its design from day one, built with MDS design system components.
    • Implemented authentication, authorization and GraphQL integration; deployed containerized apps on AWS ECS.
    • Added CI quality gates: minimum test coverage on every change and ESLint on every push. Wrote Playwright end-to-end tests.
  2. AI Engineering & Developer Productivity

    2024 – Present

    • Built a custom graph database that scans repositories and summarizes AI chat sessions into linked nodes, cutting LLM token usage by 50–60%. The team uses it daily.
    • Delivered a complete application in one month with Claude and GitHub Copilot, work that usually takes 6–7 months.
    • Wrote reusable agent skills, including a skills.md that encodes repo structure and pre-checks so AI output fits the architecture.
    • Automated repetitive engineering workflows with AI tooling.
  3. AdvisorPro

    Sep 2021 – Present

    • Architected a Spring Boot service that took over customer PDF generation from React, with ADA-compliant output.
    • Built Spring Boot microservices, REST APIs and UI workflows.
    • Deployed cloud-native API workflows on AWS (API Gateway, Lambda, Route 53, VPC, NLB) with Terraform.
    • Introduced contract and component integration testing; diagnosed production issues with Datadog.

04Skills

Skills

AI & LLM

  • Claude
  • GitHub Copilot
  • Agent Skills
  • Prompt & Context Engineering
  • Knowledge Graphs
  • LLM Token Optimization

Frontend

  • React
  • TypeScript
  • JavaScript
  • Micro Frontends
  • Single-SPA
  • Module Federation
  • GraphQL
  • HTML
  • CSS

Backend

  • Java
  • Spring Boot
  • Node.js
  • Microservices
  • REST APIs

Cloud & DevOps

  • AWS ECS
  • Lambda
  • API Gateway
  • Route 53
  • VPC
  • NLB
  • Terraform
  • Jenkins
  • CI/CD

Quality

  • Playwright
  • JUnit
  • Contract Testing
  • ESLint
  • Datadog
  • JMeter

05Achievements

Certifications & achievements

Certifications

  • AWS Certified Developer – AssociateAmazon Web Services
  • AWS Certified Cloud PractitionerAmazon Web Services

Achievements

  • AWS DeepRacer Hyderabad, FinalistAmong the top participants out of 100+ teams.
  • JPMorgan Chase hackathonsCompeted in multiple internal hackathons.

Education

  • B.Tech, Computer Science and EngineeringVNR Vignana Jyothi Institute of Engineering and Technology
  • CGPA 8.9/10