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Ayush0612005/README.md

Ayush Kulshreshtha

Java backend developer · B.Tech Computer Science at SRMIST

I build backend systems with Java and Spring Boot: multi-tenant SaaS, event-driven pipelines with Kafka, retrieval-augmented services around LLMs, and distributed systems from first principles (a Raft-based replicated key-value store). I care about the parts that make them hold up: tests against real infrastructure, measured quality, cost control and observability. I also contribute fixes to open-source Java projects such as OpenTelemetry, Apache SkyWalking and Keycloak.

CGPA 9.2 / 10 · 1st Place, NitroStack Hackathon · 5 upstream PRs, 4 merged · 170+ LeetCode


Featured projects

RepoMind: codebase intelligence for Java repositories

Try the demo · Source

RepoMind: asking a question with cited answers, searching code, exploring a class, and the Grafana dashboard

Ask a GitHub Java repository questions and get answers that cite the exact lines. RepoMind also reviews pull requests from GitHub webhooks and serves AI coding agents as an MCP server.

  • Indexing: Kafka ingestion with idempotent workers; JavaParser splits code into class outlines and per-method chunks
  • Hybrid retrieval: pgvector similarity + Postgres full-text search, fused with reciprocal rank fusion
  • Cost and resilience: two-tier answer cache (Redis + pgvector semantic), per-client rate limits and token budgets in Redis, Claude → Ollama failover behind circuit breakers
  • Measured: a 40-question labelled eval gates CI; hybrid search finds the right code in the top 5 for 90% of questions (keyword-only: 75%)
  • Operated: Prometheus metrics, a 30-panel Grafana dashboard, a production Compose stack behind Caddy

Java 25 Spring Boot 4 Spring AI PostgreSQL + pgvector Kafka Redis Resilience4j Testcontainers

RaftKV: a replicated key-value store on Raft, from scratch

Source, design reports and benchmarks

RaftKV write throughput vs concurrent clients for 3-node and 5-node clusters

A fault-tolerant key-value store built on the Raft consensus algorithm in plain Java (no framework): the same problems etcd and Kafka's KRaft solve internally. Every phase has a written design report and a test gate.

  • Consensus: leader election, log replication with accelerated backtracking, the commit rule from §5.4.2, snapshots and InstallSnapshot
  • Own storage engine: append-only write-ahead log with CRC32C records, group-commit fsync and torn-write recovery; atomic snapshot files
  • Exactly-once and linearizable: every operation goes through the log; a per-client dedup table (kept in snapshots) makes retries safe
  • Tested against failure: a simulated network that drops, delays, reorders and partitions messages and crashes nodes; a linearizability checker; CI kills and partitions a live Docker cluster
  • Measured: up to 16K writes/s on 3 nodes with fsync; group commit scales throughput ~40x from 1 to 128 clients

Java 25 gRPC Protocol Buffers Virtual threads Docker Compose JUnit 5 JMH GitHub Actions

ClubHub: multi-tenant SaaS for college clubs

Try the live demo (one click, no sign-up) · Source

ClubHub recruitment pipeline

Recruitment pipelines, events with signed QR tickets, verifiable PDF certificates and live notifications for college clubs, plus a public directory of the 75 clubs at SRM KTR.

  • Tenant isolation in the database: a PostgreSQL schema per club, selected from a signed JWT claim, with membership re-checked on every request
  • Auth: 15-minute JWTs and rotating refresh tokens; replaying an old one revokes the whole login
  • Correct under concurrency: row locks keep event capacity exact; a unique constraint stops double check-ins
  • Event-driven: domain events published to Kafka after commit, idempotent consumers, a dead-letter topic, WebSocket push
  • Tested for real: 204 tests on PostgreSQL 18, Kafka and Redis via Testcontainers, on every push

Java 25 Spring Boot 4 PostgreSQL Kafka Redis WebSocket React 19 TypeScript

Earlier projects

Project What it is Stack
E-Commerce Full Stack · live Store with JWT auth, cart, checkout, payments, orders and an admin dashboard Spring Boot, React, TypeScript, TiDB Cloud, Docker
Expense Tracker REST API with Redis caching and Kafka event-driven auditing Spring Boot, MySQL, Redis, Kafka, JWT
URL Shortener Short links with Redis cache-aside redirects and click analytics Spring Boot, MySQL, Redis, JWT, JUnit
Library Management System Books, users and issue/return workflows behind Spring Security Spring Boot, Spring Data JPA, MySQL, JWT

Open source

Project Contribution Status
Apache SkyWalking Java agent #832: fixed apache/skywalking#14097, where the HttpClient 5.x plugin could stop the caller's active span. Reworked the async exit-span lifecycle, enabled tracing for HttpClient 5.4+ and extended tests to 5.0–5.6. Ships in agent 9.8.0. ✅ Merged
Keycloak #53517: fixed #53456, where time-based policies saved from the Admin Console made every permission using them fail with HTTP 500. Blank repeat fields now count as unset, with regression tests. ✅ Merged
OpenTelemetry Java Instrumentation #20442: removes a redundant span-context conversion in the API bridge (#20340) by unwrapping bridged spans and lazily caching the immutable SpanContext. In an independent JMH benchmark, getSpanContext() on a bridged span went from ~135 ns to 1 ns and Context.with(span) became ~3x faster. ✅ Merged
Apache Pulsar Connectors #145: regression tests proving the Redis sink keeps its socket options in cluster mode (#131). 🔄 In review
Spring Lens #312: added BeanProxyInfoInspector, surfacing Spring bean proxy details in the Bean Explorer. ✅ Merged

What I work with

Languages
Java Python C C++ TypeScript SQL

Backend
Spring Boot Spring Security Spring AI JPA / Hibernate REST APIs JWT WebSocket (STOMP) Flyway Resilience4j

AI and retrieval
RAG pgvector Hybrid search Embeddings Ollama Claude API MCP

Distributed systems
Raft consensus Write-ahead logging Snapshots gRPC Protocol Buffers Fault injection Linearizability testing

Data and messaging
PostgreSQL MySQL MongoDB Redis Apache Kafka

Testing, DevOps and cloud
JUnit 5 Mockito Testcontainers JMH Docker GitHub Actions Prometheus Grafana AWS S3 / SES Render Vercel


GitHub Activity

Radar chart of GitHub contributions over the last 12 months: commits, pull requests, issues and code reviews

Counts come from the GitHub GraphQL API and are refreshed daily by a workflow.


Achievements

  • 1st Place, NitroStack Hackathon
  • Smart India Hackathon 2026 (Smart Automation theme); Samsung PRISM GenAI Hackathon 2026, Agentic Code Intelligence track
  • 170+ LeetCode problems in Java: arrays, strings, linked lists, binary search, sorting, recursion
  • Member, AWS Student Builder Group (Cloud & DevOps) at SRM KTR

Education

SRM Institute of Science and Technology, Kattankulathur
B.Tech, Computer Science and Engineering · 2025–2029 · CGPA 9.2 / 10

Currently learning

System design · Distributed systems (consensus, storage engines) · Evaluating RAG systems · AWS · Advanced DSA


Say hi

LinkedIn · Email · GitHub

Pinned Loading

  1. raftkv raftkv Public

    Replicated, fault-tolerant key-value store on Raft, from scratch in plain Java 25 (gRPC, own WAL, snapshots, fault-injection tests)

    Java 1

  2. repomind repomind Public

    Codebase intelligence service: Q&A with citations, PR review and MCP tools over Java repos — Spring Boot 4, Spring AI, pgvector, Kafka

    Java 1

  3. clubhub-api clubhub-api Public

    Multi-tenant SaaS for college clubs (SRM KTR): recruitment, events + QR attendance, certificates, notifications. Spring Boot 4, PostgreSQL schema-per-tenant.

    Java 1

  4. ecommerce-fullstack ecommerce-fullstack Public

    Full-stack e-commerce app — Spring Boot, React, TypeScript, TiDB Cloud, JWT auth, payments, coupons and an admin dashboard. Dockerized, deployed on Render.

    TypeScript 1

  5. skywalking-java skywalking-java Public

    Forked from apache/skywalking-java

    Fork of Apache SkyWalking's Java agent — my merged fix: PR #832, HttpClient 5.x async exit-span lifecycle (ships in agent 9.8.0)

    Java