MihirKoshti

AI Engineer & Full Stack Architect building production AI systems, prompt-to-app builders, and resilient web infrastructure.

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Mihir Koshti - Product Architect & Full Stack Engineer

AI & Full-Stack

3D & AI SystemsInteractive WebGL

Mihir Koshti

·Product Architect

[01 // EXP]

Years Experience

Full-stack architectures & web platforms

[02 // WORK]

20+

Projects Shipped

AI builders, 3D apps & visual drag-and-drop tools

[03 // PROD]

Production Systems

High-throughput queues & scalable backend services

01 / About

Buildingproductswithtechnicalprecision&creativevision.

AsanAIEngineer&FullStackArchitect,Icraftcomplete,high-performanceintelligentsolutions-fromintuitive,responsivefrontendstoscalable,production-gradeAIbackends.

I'mMihirKoshti,anAIEngineer&FullStackArchitectbasedinAhmedabad.Iapproachsoftwareengineeringwithstrongownership,attentiontodetail,andanuncompromisingcommitmenttoclean,maintainablecode.

Across4+yearsofengineeringproductionsystems,Itakeend-to-endresponsibilityforcraftingresponsiveReactandNext.jsinterfaces,architectingscalablebackendAPIs,andbuildingasynchronousPythonAIpipelineswithmulti-modalLLMsandMCP.

Drivenbyaccountabilityandtechnicalcuriosity,Ithriveonsolvingcomplexsystemchallenges,collaboratingtransparentlywithcross-functionalteams,anddeliveringresilientsoftwarethatscalessmoothlyunderreal-worldtraffic.

02 // Telemetry & Impact

LIVE PRODUCTION LOGS

EngineeringinNumbers.

Measurablefull-stackoutput,autonomousAIpipelines,andcontinuousdeliveryshippedacross4+yearsofreal-worldproduction.

Status:100% Operational

Codebase Velocity & Git Output

Full-Stack Architecture & Maintenance

Active Cadence

0K+

Lines of Production Code

TypeScript, React, Python, and SQL with zero-tech-debt standard.

All-Time GitHub Commits

Continuous feature delivery across private repos & client platforms.

Contribution Activity Matrix High Frequency

End-to-End

Production Platforms

From AI Dashboard builders to FinTech engines and asynchronous pipelines.

100% Launch Rate

Zero Abandoned Projects

Since 2021

Years Engineering

Evolving through frontend leadership, API architecture, and full-stack ownership.

2021 UI Intern→2023 Full-Stack→2025 Architect

Neural & Queues

AI Pipelines Shipped

Multi-modal prompt builders, Celery distributed video rendering, and automated emails.

LLM GenRabbitMQMoviePy

Full Stack

Modern Tools

Zero fragmentation: React, Next.js, Node.js, Python, PostgreSQL, Docker & Redis.

100% Type-SafeInspect Stack

03 / What I Build

MyExpertise.

⚡

Frontend Engineering

Designingandbuildingpremium,responsiveinterfaceswithReact,Next.js,andCSSdesignsystems.Focusedonperformance,motion,andUX.

🛠

Backend & APIs

Architectingrobustserverbusinesslogic,microservices,andtypesafeendpointsusingNode.js,Express,tRPC,andPostgreSQL.

☁️

DevOps & Cloud

ConfiguringautomatedCI/CDpipelines,containerizedDockerdeployments,andcloudplatformsetupsonAWS&Vercel.

🤖

AI Integration

ImplementingLLMworkflows,model-agnosticfunction-calling,vectorsearchwithpgvector,andintelligentagenticsystems.

02 // ARCHITECTURE & ENGINEERINGSelected WorkInteractive 3D Cards · Click to Inspect Spec

SelectedWorks.

NineproductionbuildsacrossAIsystems,vectorengines,andplatforms-flipanycardforthefullarchitecturalspec.

01 //

Live ChatbotPersonal Build

DISTRIBUTED SYSTEMS / VECTOR RAG

KnowledgeOS - Production Full-Stack RAG Engine

Enterprise-grade Retrieval-Augmented Generation system with vector similarity search in PostgreSQL (pgvector), sub-second SSE streaming, multi-tier hallucination protection, and automated document ingestion via Cloudflare R2.

Architecture Feats //

Sub-800ms Time-to-First-Token with Server-Sent Events (SSE)

Neon pgvector similarity search & hybrid reciprocal rank fusion

Next.js 15Node.jsNeon pgvectorCloudflare R2+2

< 800ms TTFT · 100% Grounded

DISTRIBUTED SYSTEMS / VECTOR RAGflip back

KnowledgeOS - Production Full-Stack RAG Engine

Sub-800ms Time-to-First-Token with Server-Sent Events (SSE)
Neon pgvector similarity search & hybrid reciprocal rank fusion
Multi-tier zero-hallucination guardrails & strict knowledge grounding
Cloudflare R2 document storage with automated chunking pipeline

Next.js 15Node.jsNeon pgvectorCloudflare R2Multi-Modal LLMsSSE

GitHub

02 //

Client Architecture

AI TOOL / ADMIN BUILDER

Shadcn Dashboard - AI Dashboard Builder

An AI-powered dashboard builder for admin templates, generating custom analytics views, layout configurations, and component structures automatically.

Architecture Feats //

Prompt-to-dashboard layout & analytics generator

Dynamic shadcn/ui component assembly pipeline

Next.jsReactTypeScriptAI Engine+1

AI Architecture Builder

inspect spec

AI TOOL / ADMIN BUILDERflip back

Shadcn Dashboard - AI Dashboard Builder

Prompt-to-dashboard layout & analytics generator
Dynamic shadcn/ui component assembly pipeline
Full export ready Next.js & Tailwind CSS codebase

Next.jsReactTypeScriptAI EngineTailwind CSS

Open Project

03 //

Client Architecture

VISUAL BUILDER / UI TOOL

Shadcn Space - Drag & Drop Builder

A visual drag-and-drop web builder allowing developers and designers to compose UI components, page layouts, and admin templates seamlessly.

Architecture Feats //

Interactive drag & drop canvas for rapid UI composition

Live Tailwind & shadcn/ui visual property editor

ReactTypeScriptDrag & DropTailwind CSS+1

Visual Studio for shadcn/ui

inspect spec

VISUAL BUILDER / UI TOOLflip back

Shadcn Space - Drag & Drop Builder

Interactive drag & drop canvas for rapid UI composition
Live Tailwind & shadcn/ui visual property editor
Modular layout trees with instant responsive previews
One-click clean JSX and TypeScript code generation

ReactTypeScriptDrag & DropTailwind CSSDesign System

Open Project

04 //

Client Architecture

ASYNC PIPELINE / BACKEND

WrapPixel & AdminMart Email Automation

High-throughput asynchronous email marketing and transaction automation pipeline powering template sale notifications and customer workflows.

Architecture Feats //

Event-driven worker architecture with RabbitMQ & Redis queues

Automated transactional lifecycle & dynamic customer drip workflows

PythonFastAPIRabbitMQRedis+1

High-Throughput Worker Queue

inspect spec

ASYNC PIPELINE / BACKENDflip back

WrapPixel & AdminMart Email Automation

Event-driven worker architecture with RabbitMQ & Redis queues
Automated transactional lifecycle & dynamic customer drip workflows
High-concurrency FastAPI backend with PostgreSQL persistence
Fault-tolerant delivery pipeline with automated retry handling

PythonFastAPIRabbitMQRedisPostgreSQL

Internal Architecture / NDA

05 //

Personal Build

SAAS / AI MEDIA

Srijan AI

An AI-powered creative suite that enables users to generate high-quality videos, images, audio, and stories with customizable styles and multi-language support.

Architecture Feats //

Multi-modal AI creative suite for video, image & story generation

Asynchronous task queue with Redis caching & Python workers

Next.jsPythonTailwind CSSRedis+1

End-to-End AI Platform

inspect spec

SAAS / AI MEDIAflip back

Srijan AI

Multi-modal AI creative suite for video, image & story generation
Asynchronous task queue with Redis caching & Python workers
Multi-language synthesis and customizable style profiles

Next.jsPythonTailwind CSSRedisNode.js

Open Project

06 //

Personal Build

3D WEBGL / ANIMATION

iPhone 15 Showcase Clone

A responsive and visually stunning website that replicates the iPhone 15 showcase, featuring clean, well-structured code and interactive 3D model rendering.

Architecture Feats //

Photorealistic 3D model interaction with Three.js WebGL

Scroll-driven GSAP camera animations & video scrub timeline

ReactGSAPThree.jsTailwind CSS

Interactive 3D WebGL

inspect spec

3D WEBGL / ANIMATIONflip back

iPhone 15 Showcase Clone

Photorealistic 3D model interaction with Three.js WebGL
Scroll-driven GSAP camera animations & video scrub timeline
Custom lighting, materials and responsive viewport scaling

ReactGSAPThree.jsTailwind CSS

Open Project

07 //

Client Architecture

MOBILE / ENTERPRISE

Medicine Management App

Enterprise mobile app managing stock sales, purchase, sales return, and purchase returns for pharmaceutical companies.

Architecture Feats //

Enterprise mobile stock management for pharma distribution

Complete sales, purchase, and returns ledger tracking

React NativeRedux.NETMySQL

Enterprise Mobile System

inspect spec

MOBILE / ENTERPRISEflip back

Medicine Management App

Enterprise mobile stock management for pharma distribution
Complete sales, purchase, and returns ledger tracking
Offline-first sync engine with Redux architecture
Enterprise .NET and MySQL relational data layer

React NativeRedux.NETMySQL

Internal Architecture / NDA

08 //

Client Architecture

FULL STACK / FINTECH

Private Banking Platform

Full stack application that manages stock sales, purchase, sales returns, purchase returns, and financial account management.

Architecture Feats //

Comprehensive stock sales, purchase & ledger management

Multi-account financial reporting and analytics dashboard

ReactNext.jsNode.jsMongoDB+1

FinTech Core Banking

inspect spec

FULL STACK / FINTECHflip back

Private Banking Platform

Comprehensive stock sales, purchase & ledger management
Multi-account financial reporting and analytics dashboard
Secure role-based access control with MongoDB transactions

ReactNext.jsNode.jsMongoDBTailwind CSS

Internal Architecture / NDA

09 //

Client Architecture

WEB APP / FINTECH

Smart Investor

Web application that helps users manage investments, analyze portfolios, and evaluate financial opportunities.

Architecture Feats //

Portfolio analytics & financial opportunity evaluation

Interactive performance charts and market data integration

ReactREST APISCSS

Investment Analytics

inspect spec

WEB APP / FINTECHflip back

Smart Investor

Portfolio analytics & financial opportunity evaluation
Interactive performance charts and market data integration
Optimized responsive UI with SCSS and REST API endpoints

ReactREST APISCSS

Internal Architecture / NDA

09 Systems Shipped · 100% Production Tested

Explore Engineering Process (03) ↓

04 / How I Work

MyProcess.

PLAN

01 / ARCHITECT

01 · ARCHITECTURE SPEC

Understand & Plan

Deep-dive into requirements, define constraints, map data flows, plan API contracts - before writing a single line of code.

System DesignData ModellingAPI Contracts

Full-stack code engineering and modular component integration

BUILD

02 / ENGINEER

02 · CORE ENGINEERING

Build & Integrate

Ship the full-stack - React frontend, Node.js API, database migrations, auth, and third-party integrations, end to end.

ReactNode.jsPostgreSQLAuth

TEST

03 / VERIFY

03 · VERIFICATION SLA

Test & Harden

Write integration tests, perform load testing, audit for security vulnerabilities, and review edge cases before shipping.

TestingLoad TestsSecurity Audits

Zero-downtime CI/CD deployment, container clusters, and scaling telemetry

SHIP

04 / SHIP

04 · CLOUD DEPLOYMENT

Deploy & Scale

CI/CD pipelines, Docker containers, cloud deployments with rollback strategies, monitoring and alerting in production.

DockerCI/CDAWSObservability

● 04 / Experiences

ExploreMyCareerJourney.

Buildinginterfacesandfull-stacksystemsthatarefast,accessible,scalable,andeasytomaintain.

View & Download Resume

Theme Designer (WrapPixel / AdminMart)

AUGUST 2025 - PRESENT•Ahmedabad, IN

Sr. Full Stack Engineer & Product ArchitectEnterprise SaaS & AI Builders

Full StackAI Builders

Key Architectural Artifacts & Systems

AI BUILDERv2.4 Production

shadcndashboard

Prompt-to-dashboard generator with dynamic shadcn/ui assembly & analytics export.

❯prompt:generate SaaS analytics

VISUAL BUILDERLive Canvas

shadcnspace

Interactive visual drag-and-drop web builder for instant template & component composition.

ASYNC PIPELINEHigh Concurrency

Email Automation

FastAPI, RabbitMQ & Redis event-driven worker engine powering template sales automation.

Webhook➔RabbitMQ➔Workers

Core Architecture Mandate

Building AI Dashboard Builders, Drag & Drop Systems & Automation Pipelines

Architecting next-gen admin template tools, AI-powered dashboard builders, drag-and-drop web builders, and async email automation pipelines for WrapPixel and AdminMart marketplaces.

Quantified Milestone Impact3 Shipped Production Builders · High-Throughput Worker Engine

Key Deliverables & Shipped Systems

Developing 'shadcndashboard' - an AI-powered builder that automatically generates custom admin dashboards and analytics layouts.

Engineered 'shadcnspace' - a visual drag-and-drop web builder enabling instant component assembly and template customization.

Built an enterprise email automation system for WrapPixel & AdminMart marketplaces using Python, FastAPI, RabbitMQ, Redis, and PostgreSQL.

Architected full-stack component systems, design tokens, and modular UI infrastructure using Next.js, React, TypeScript, and Tailwind CSS.

Core Stack:Next.jsReactTypeScriptPythonFastAPIRabbitMQRedisPostgreSQLTailwind CSSAI BuilderDrag & Drop UI

Srijan AI

JUNE 2024 - AUGUST 2025•Ahmedabad, IN

Founder & Full Stack DeveloperGenerative AI Systems & SaaS

Next.jsPython

Key Architectural Artifacts & Systems

AI VIDEO SAAS0 to 1 Launch

Srijan AI Platform

Multi-modal AI creative suite for high-quality audio, images, video & story generation.

● AI Generation ActiveNext.js + Python

VIDEO PIPELINEAsync Worker

MoviePy Engine

Python & Celery pipeline for seamless multi-layer audio, subtitle & video composition.

Encoding 4K Render100% Complete

FINTECH COREPCI Compliant

Credit Billing & Auth

Automated credit consumption model, Razorpay payments & secure JWT authentication.

Quota Balance:1,200 Credits

Core Architecture Mandate

Sole designer, developer & operator: 0 to 1 end-to-end AI SaaS platform

Designing and developing an AI-powered SaaS platform for creating videos, images, audio, and stories with customizable styles and multi-language support.

Quantified Milestone Impact8+ Min Multi-Modal Video AI · Async Celery Queue Architecture

Key Deliverables & Shipped Systems

Built the frontend with Next.js, Tailwind CSS, and Framer Motion for a fast, responsive, and modern UI.

Integrated multi-modal LLM APIs, custom fine-tuned models, and Redis-based queue system for smooth asynchronous processing.

Implemented multi-step video creation pipeline using Python, MoviePy and Celery, handling long-form video generation of 8+ minutes.

Architected a credit-based subscription model with Razorpay payments, JWT auth, and role-based access control.

Core Stack:Next.jsPythonMulti-Modal LLMsRedisCeleryMoviePyTailwind CSSRazorpayTypeScript

Prydan

JUNE 2022 - MAY 2024•Ahmedabad, IN

Full Stack DeveloperWeb Apps, Mobile & Backend Systems

Web AppsMobile Apps

Key Architectural Artifacts & Systems

WEB & SSR APPSNext.js & React

Scalable Web Apps

Responsive web apps and client websites with cohesive UX, server-side rendering & state management.

Next.js SSR⟷Tailwind UI⟷Responsive Web

MOBILE SYSTEMSReact Native

Enterprise Mobile Apps

Cross-platform mobile applications with offline-first synchronization, state architecture & intuitive UI.

React Native➔Redux Store➔Mobile Sync

BACKEND APIREST Architecture

Node.js & MongoDB Backend

High-performance Node.js & Express REST services with robust MongoDB schema design and data pipelines.

Node / Express⟷REST API⟷MongoDB

Core Architecture Mandate

Architected scalable Next.js frontend & Node.js/Express backends

Architected and developed scalable web applications utilizing Next.js for frontend and Node.js with Express for backend, ensuring cohesive UX and efficient data management.

Quantified Milestone Impact+15% Project Accuracy · Production Web, Mobile & Backend Systems

Key Deliverables & Shipped Systems

Spearheaded the adoption of cutting-edge engineering software, improving project accuracy by 15%.

Collaborated with cross-functional teams, enhancing project success rates by 10%.

Coordinated project tasks, ensuring strict adherence to engineering standards and regulations.

Conducted comprehensive project analyses, identifying and rectifying discrepancies in engineering designs.

Core Stack:Next.jsNode.jsExpress.jsMongoDBTypeScriptTailwind CSSREST APIs

Frontend Foundations

JUNE 2021 - MAY 2022•Ahmedabad, IN

React.js Developer & InternInteractive UI & Component Architecture

ReactJavaScript

Key Architectural Artifacts & Systems

DESIGN SYSTEMReusable Kit

UI Component Library

Modular React component architecture for client interfaces.

React UI➔Redux State

CERTIFICATIONHackerRank Top

Verified Skill Badges

Verified skills in React.js and JavaScript problem solving.

★ Verified React.js★ Verified JS

ENGINEERINGTeam Velocity

Agile Delivery Sprint

Active participation in sprint reviews, code reviews, and delivery.

Sprint Delivery on Production

Core Architecture Mandate

Built production UI components with React & Redux

Built responsive web applications and reusable component libraries using React, Redux, and modern JavaScript.

Quantified Milestone ImpactHackerRank Verified (React & JS) · Production Component Libraries

Key Deliverables & Shipped Systems

Started with React and Redux, learning how to build and maintain interfaces inside a real development workflow.

Developed responsive component architectures and interactive features for client-facing web applications.

Earned verified HackerRank skills certificates for JavaScript (Basic) & ReactJs (Basic).

Core Stack:ReactJavaScriptReduxHTML5CSS3HackerRank

Career Registry Archive4 Milestone Positions · 2021 – Present

Continuous Delivery

07 / Technical Toolset

TechnicalToolset.

Anopenarchitecturalecosystemspanningfluidfrontendinteractions,high-concurrencyAPIs,asynchronousqueueworkers,andautonomousAIsystems.

01 //Frontend

Frontend & Motion Systems

Production React & Next.js architectures with fluid GSAP micro-interactions, responsive design systems, and WebGL.

11 Technologies

ReactCore UI

Next.jsApp Router / SSR

TypeScriptType System

Tailwind CSSDesign System

GSAPMotion & Scroll

Three.js3D WebGL

Framer MotionTransitions

Redux ToolkitState Engine

shadcn/uiAccessible UI

BootstrapGrid Layout

SCSS / SASSModular CSS

02 //Backend

Backend & Concurrency APIs

Event-driven microservices, high-throughput FastAPI endpoints, Node.js REST servers, and secure authentication.

10 Technologies

Node.jsRuntime

Express.jsREST Server

PythonAI & Scripts

FastAPIAsync Endpoints

REST APIsArchitecture

GraphQLQuery Layer

WebSocketsLive Streaming

JWT & RBACAuth & Security

RazorpayPayments

Server-Sent EventsReal-time SSE

03 //AI & Data

Autonomous AI & Task Queues

Multi-modal LLM function-calling, asynchronous Celery worker pipelines, RabbitMQ broker routing, and media synthesis.

8 Technologies

Multi-Modal LLMsAgnostic APIs & Vision

Celery WorkersTask Queues

RabbitMQMessage Broker

MoviePyVideo Engine

LLM Fine-tuningModel Alignment

Prompt ArchitectureStructured JSON

RAG PipelinesKnowledgeOS & Vector

MCP ServersModel Context Protocol

04 //Database & Storage

Databases & In-Memory Caching

High-performance MongoDB document clustering, PostgreSQL relational integrity, and low-latency Redis caching.

7 Technologies

MongoDBDocument Store

PostgreSQLRelational DB

Neon pgvectorVector Similarity

Cloudflare R2S3 Storage

Redis CacheIn-Memory Store

MySQLRelational DB

Prisma ORMType-Safe Client

05 //DevOps & Tools

DevOps & Edge Deployment

Containerized Docker environments, automated GitHub Actions CI/CD, edge Vercel routing, and API testing suites.

8 Technologies

Git & GitHubVersion Control

DockerContainers

VercelEdge Network

Linux / BashCLI & Servers

PostmanAPI Testing

FigmaDesign Tokens

VS CodeDevelopment IDE

pnpm / npmPackage Registry

06 //Mobile

Cross-Platform Mobile

Cross-platform mobile applications for iOS & Android built with React Native and Expo frameworks.

3 Technologies

React NativeiOS & Android

ExpoNative Tooling

.NET / C#Enterprise Backend

Full-Stack Architecture

End-to-end type-safe client systems & high-concurrency async servers.

Autonomous AI Pipelines

Function-calling agents, distributed task queues, and automated video synthesis.

100% Production Ready

Zero runtime compromises, modular design tokens, and strict linting standards.

Showing 47 of 47 skills & frameworks

End

08 / How I Work

HowIOperate.

TheengineeringhabitsandprinciplesIbringtoeveryproduct-notjustthetechstack.

◈

Clean Code First

Readable, self-documenting code with consistent naming, structure, and patterns. Maintainability is a feature.

Principle 01

⊕

Full Ownership

I take responsibility for my work end-to-end - from architecture decisions to production monitoring and bug fixes.

Principle 02

⚡

Ship Fast, Iterate

Bias toward shipping working software quickly, then improving it. Progress over perfection, always with quality in mind.

Principle 03

◎

Product Thinking

I build for users, not just for specs. Every technical decision is weighed against its real-world impact on usability.

Principle 04

✦

Clear Communication

Precise written and verbal communication - whether in async Notion docs, PR reviews, or stakeholder updates.

Principle 05

▦

Async-Ready

Comfortable working across time zones with structured async workflows, detailed documentation, and minimal hand-holding.

Principle 06

6 core principles

End

05 / Education & Certifications

Academic&Certifications.

Academicqualifications,verifiedindustryskillcertificates,andactivetechnicaldomaininterests.

EDUCATION / 01

Bachelor of Computer Application

Gujarat University · June 2019 - May 2022

Formal degree covering computer science fundamentals, data structures, algorithm design, database management systems, and software engineering principles.

CERTIFICATIONS / 02

HackerRank Verified Certificates

JavaScript (Basic) & ReactJs (Basic)

Earned skill verification certificates demonstrating strong proficiency in core JavaScript programming and React component architecture.

Verify Certificate

INTERESTS / 03

AI & 3D Web Explorations

Continuous Technical Growth

Specializing in AI-powered content creation tools, 3D web experiences, performance optimization, and building user-focused web products.

06 / Volunteering & Community

Community&Network.

Professionalcommunityengagement,ecosystemnetworking,andcollaborativeinitiativesoutsidecoreengineeringwork.

COMMUNITY & ECOSYSTEM01

Community Contributor

IT Sales Community

Active involvement in professional IT sales & business networks, facilitating knowledge sharing between engineering talent and technology business leaders.

Community Role

TALENT & COLLABORATION02

Professional Volunteer

HR Professional Community

Volunteered in HR and talent acquisition networks, helping bridge developer skillsets with modern tech team opportunities.

Community Role

2 community engagements

End

09 / Executive Endorsements

FOUNDERS & CEOS

WhatPeopleSay.

Directfeedbackandverifiedrecommendationsfromcompanyfounders,CEOs,andtechnicalleadsIhavedeliveredproductionsystemswith.

5.0 / 5.0VERIFIED LEADERSHIP

Executive Leadership

“Mihir demonstrated exceptional technical discipline and full-stack ownership during his tenure at Prydan. He approaches complex system architecture with clean, maintainable code standards and delivers production features with speed and reliability.”

Key Competency:System Architecture & Ownership

Amit Kumar Trivedi

CEO · Prydan

Verified

Product & Founder

“Mihir has an extraordinary ability to translate high-level product vision into polished, production-ready applications. His execution on our admin builders and AI design systems was instrumental in elevating our product lineup at Theme Designer.”

Key Competency:AI Builders & Admin Systems

Sunil Joshi

Founder · Theme Designer (WrapPixel / AdminMart)

Verified

Technical Leadership

“As a technical lead, working with Mihir is seamless. He masters the entire stack - from interactive React/Next.js frontend motion to high-throughput asynchronous Python worker pipelines. Highly dependable engineer who consistently raises code quality.”

Key Competency:Async Pipelines & Frontend Motion