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Shreyaan/README.md

Shreyaan Seth

Backend & AI systems engineer building agent runtimes, RAG infrastructure, workflow orchestration, and production backends.

Website | Contact | LinkedIn | GitHub

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I like the part of AI products that has to keep working after the demo: durable execution state, scoped tools, retries, memory, tenant isolation, evals, observability, and deployment paths that survive real users.

Right now I work as an Engineering Lead, Backend & AI Infrastructure at Autonomix Solutions, where I build and operate backend-heavy AI systems across agents, retrieval, real-time workflows, infrastructure, and product delivery.

What I Build

  • Agent runtimes and harnesses: tool execution, context management, memory, delegation, approvals, retries, long-running workflows, and human-in-the-loop paths.
  • RAG and knowledge systems: multi-tenant ingestion, semantic and keyword retrieval, vector indexes, scoped memory, fault-tolerant embedding jobs, and retrieval quality checks.
  • Production backends: APIs, workers, queues, WebSockets, WebRTC, database design, monitoring, rollback, CI/CD, and cloud deployments.
  • Product systems end to end: from ambiguous requirements to architecture, implementation, debugging, performance work, and launch.

Production Proof

  • Built the core harness for a production multi-agent platform from scratch inside a small engineering team.
  • Reworked agent execution around stateless workers, durable run state, idempotent operations, execution journals, and retry-safe recovery.
  • Operate 10 concurrent production services across VM fleets, containers, and serverless paths.
  • Reduced a critical API path from about 7 seconds to 400 ms through query-plan analysis, indexing, request-path refactoring, and caching.
  • Improved a Next.js application by roughly 50% with bundle analysis, dynamic imports, rendering optimization, and caching changes.
  • Learned Java/Spring Boot in about three weeks to help lead a four-month enterprise delivery.

Public Work

  • Diet Paglu: AI-powered nutrition tracking for Indian food, built around low-friction meal logging through photos, voice, chat, and WhatsApp.
  • ScamGuardian: Chrome extension for spotting potentially fraudulent websites using URL analysis, scanning APIs, and warning flows.
  • Modern Developer Toolkit: curated map of modern tools across AI, databases, infrastructure, deployment, observability, and product engineering.

Stack I Reach For

  • Languages: TypeScript, Python, Java, JavaScript
  • Backend: Bun, Node.js, Hono, ElysiaJS, FastAPI, Express, Spring Boot
  • Data and async: PostgreSQL, pgvector, MongoDB, Redis, Weaviate, RabbitMQ, Amazon SQS, background workers, webhooks
  • AI systems: agent harnesses, tool orchestration, RAG, embeddings, memory, evals, model routing, token/cost visibility
  • Infra: AWS, GCP, Docker, Linux, GitHub Actions, CI/CD, VM fleet management, monitoring, rollback

A Few Things I Care About

  • Simple systems that are easy to reason about under pressure.
  • Explicit boundaries over implicit magic.
  • Observability before guesswork.
  • Latency, cost, and failure modes as first-class product concerns.
  • Shipping the boring reliability work that makes ambitious products feel calm.

Commit Activity

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  1. ScamGaurdian ScamGaurdian Public

    ScamGuardian is a website extension that aims to address the problems faced by internet users by monitoring their web activity and proactively protecting them from scams.

    JavaScript 1

  2. youtube-sort-by-oldest youtube-sort-by-oldest Public

    This project is a web application that allows users to sort a YouTube channel's videos by oldest. YouTube removed this feature, making it difficult for users to find a channel's earliest content. B…

    TypeScript 7 2

  3. dalle-clone-mern-ts dalle-clone-mern-ts Public

    Dalle Clone is a full stack MERN application built with TypeScript that utilizes the power of OpenAI's DALL-E API to generate images, and allows users to save and showcase their creations on a comm…

    TypeScript

  4. Quiz-App-Backend Quiz-App-Backend Public

    Quiz App Backend is application built using nodejs, MongoDB, Firebase, Redis, ts. It provides an API for the front-end to interact with and stores quiz data, user authentication data, and current r…

    TypeScript 4

  5. quiz-app-frontend quiz-app-frontend Public

    The frontend for the Quiz App is built using Next.js, Tailwind, and TypeScript. It provides a user-friendly interface for users to interact with the backend API. The frontend allows users to sign u…

    TypeScript

  6. spotify-backend-dn spotify-backend-dn Public

    This is a music app that allows users to search for songs, view song's details and create playlists. Users can search and retrieve songs from external API such as Spotify or LastFM. Users can also …

    JavaScript 1 1