AayushKumar

Full stack AI engineer at LoglineAI

I build event-driven platforms that keep multi-agent systems honest.

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Built it. Own it.

FilmOS, LoglineAI's film-production platform, from web app to Tauri desktop. 500 people use it every day, and it saves Rs. 7L+ a month.

LoglineOS

Ten minutes to thirty seconds.

p50 generation latency cut 20x for a 14-agent Claude and Gemini pipeline, by splitting Temporal work per image.

Shipped and secured.

OpenTelemetry into SigNoz on every service, AWS WAF in front of production, and all 8 P0 security findings closed.

Feb 2026 - Present

Full Stack Engineer, AI

Next.js / Temporal / PostgreSQL / Redis / Tauri / three.js / AWS ECS / Terraform / OpenTelemetry

LoglineAI

Builds and owns FilmOS end to end, and the 14-agent pipeline behind LoglineOS. 500 people use it every day.

FilmOS: built and own a film-production platform end to end (Next.js web app, Express API, Temporal workers and a Tauri desktop app). 500 daily active users; saves Rs. 7L+ (about $8K) a month in production tooling and agency fees.

LoglineOS: architected and shipped a 5-service AI pre-production monorepo powered by a 14-agent Claude/Gemini pipeline, orchestrated with Temporal and deployed to AWS ECS via Terraform. Cut p50 generation latency 20x (about 10 min to 30 s) by splitting Temporal tasks per image, so one slow image no longer holds up the batch.

Reliability and security: instrumented every service with OpenTelemetry into SigNoz and put AWS WAF in front of production. Fixed all 8 P0 security findings, including a cross-tenant data leak, and ran a 51-issue production-readiness audit.

Jun 2025 - Jan 2026

Full Stack Engineer (Founding Team)

Node.js / PostgreSQL / Redis / SSE / Multi-agent systems

Grovio AI

Built the backbone of an AI-native marketing OS running autonomous agents in production.

Architected an AI-native marketing OS monorepo with isolated prod and staging environments and a full local setup for autonomous multi-agent workflows.

Built SSE-streamed agent chat with artifact previews, image generation, and scheduled content publishing.

Owned asynchronous job orchestration for persistent, tool-enabled agents: state management, fault tolerance, and performance under bursty multi-tenant load.

Sep 2024 - Jun 2025

Generative AI Engineer (Intern)

Python / RAG / Vector search / OpenAI / Anthropic

Quanta AI Labs

Shipped production RAG pipelines and low-latency generative features.

Shipped generative features on OpenAI and Anthropic APIs; cut latency and cost via streaming, prompt caching, and tool use.

Built production RAG pipelines end to end (spec to deploy) combining vector storage, retrieval, and reranking.

Things I shipped.

FilmOS

LoglineAI's film-production platform, built and owned end to end: Next.js web app, Express API, Temporal workers and a Tauri desktop app. An in-app agent generates scenes and assembles cuts through the same permission-checked routes as the UI, driving a timeline editor, a 3D stage-blocking editor and a storyboard canvas. 500 daily users; saves Rs. 7L+ a month.

Next.js / Express / Temporal / Tauri / three.js / R3F / Langfuse

LoglineOS

AI pre-production monorepo of 5 services around a 14-agent Claude/Gemini pipeline, orchestrated with Temporal Cloud on AWS ECS. Cut p50 generation latency 20x (about 10 min to 30 s), with live progress streamed over Redis Pub/Sub and server-sent events.

Temporal Cloud / Claude / Gemini / Redis / AWS ECS / Terraform

LoglineAI Studio

Internal AI media studio at Logline AI: one surface for image and video generation across 200+ models, with project-gated access, per-model budgets, quotas, and usage billing. Ships an OAuth-protected MCP server so Claude agents can drive generations with the same permissions as the web app, plus Cinema Studio for motion capture, compositing and performance transfer.

Next.js / Clerk / MCP / PostgreSQL / 200+ gen models

This portfolio

This site: a scroll-staged story around a leaf sprite with a live, animated face (it follows your cursor, blinks, dozes off, and reacts to pokes), a Three.js firefly-glow canvas, and Dew Run, a playable endless runner at the bottom.

Next.js / Three.js / GSAP / SVG / Canvas 2D

The toolbox.

What I reach for when a system has to stay up, stay ordered, and stay observable.

Languages

TypeScriptJavaScriptPythonC/C++SQL

Frontend

Next.jsReactTailwind CSSZustandthree.js / React Three FiberYjs

Backend

Node.jsExpress.jsTemporalKafka/RedpandaRedis StreamsPrismaZodServer-sent eventsTurborepo / pnpm

AI / LLM

Multi-agent orchestration (Claude, Gemini, OpenAI, DeepSeek)MCP (OAuth-protected servers)Seedance / SeedreamRAGLangChainCrewAILangfuseClaude Code

Databases

PostgreSQL (pgvector)MySQLMongoDB

DevOps

DockerAWS (ECS, RDS, EC2, S3, SQS, ECR, CloudFront, WAF, KMS, IAM, SSM)TerraformNginxGitHub ActionsOpenTelemetry (SigNoz)

Security & Testing

Role-based access controlMulti-tenant isolationOAuth 2.0 / JWTVitestReact Testing Library

Beyond the codebase.

200+

Organized 5+ workshops and hackathons for 200+ juniors.

Event Organizer & Mentor, Programming Club, NIT Jamshedpur

50+

Mentored 50+ students in DSA and full-stack development.

Apr 2024 - May 2026

AI Adoption & Claude Code Enablement

Trained hoichoi teams to build production tools with Claude Code and agentic workflows.

hoichoi, 2026

National Institute of Technology, Jamshedpur

B.Tech in Computer Science and Engineering, CGPA 8.0

2022 - 2026

Still here? Take a run.

Best 00000