VS/AI
00Built by Vipul
Owned core system · AI video production

CineForge

My AI-native production workspace for taking a brief through blueprint, narration, branded scenes, voice, music, composition and final rendering.

01The problem it solves

Marketing teams need repeatable branded video without rebuilding the planning, asset, narration and rendering workflow for every campaign.

02What it does
  • Converts a campaign objective into a timed production blueprint.
  • Applies brand tokens, voice and approved messaging to every scene.
  • Combines generated assets, screen capture, narration and motion templates.
  • Produces reviewable multi-format compositions before final rendering.
Who built it

Built by Vipul Sharma as his main reusable video-production system. Open-source tools are used as building blocks where listed.

What you give it

Manual input or
automatic data.

Information can be entered by a marketer, uploaded as a file or collected automatically through an approved connection.

01
Campaign briefEntered by a marketer

Goal, audience, market, offer and call to action.

02
Brand systemUploaded or saved once

Colours, typography, voice, logo and visual rules.

03
Source assetsUploaded

Product imagery, footage, screenshots or approved generated assets.

04
Video formatEntered by a marketer

Duration, screen shape, platform and delivery requirement.

What the system checks
  • Campaign objective and message hierarchy
  • Scene structure and pacing
  • Narration duration and visual timing
  • Brand-token consistency
  • Asset coverage and missing-shot requirements
  • Render and platform constraints
How it works

From input
to useful output.

01Brief→
02Blueprint→
03Brand→
04Narration→
05Assets→
06Composition→
07Review→
08Render
Control

Command and skill layer selects the correct production path.

Planning

Structured blueprint defines scenes, timing, assets and narration.

Production

React and Remotion components assemble branded motion scenes.

Media

FFmpeg prepares, normalizes and packages audio and video assets.

Gate

Visual, timing and brand checks precede a human render decision.

What you get back

Files, reports
and next actions.

System outputs
  • Production blueprint
  • Narration and scene-timing file
  • 16:9, 9:16 and 1:1 compositions
  • Product walkthrough or launch film
  • Caption and thumbnail package
  • Render manifest and final MP4
What it needs to run

Core tools and
outside connections.

Required connections are needed for the main workflow. Optional connections can be replaced with uploaded files or sample data.

Core
  • TypeScript
  • React
  • Remotion
  • FFmpeg
Media
  • Whisper-compatible transcription
  • TTS adapter
  • Image/video generation adapter
Operations
  • Command library
  • Reusable templates
  • Asset validation
  • Render logs
Outside connectionIs it needed?What it is used for
LLM providerRequired

Blueprint, scripts and structured production decisions.

Text-to-speechOptional

Needed only when synthetic narration is requested.

Image or video generationOptional

Used for missing visual assets; owned footage can replace it.

Cloud storageCan be connected

For production asset delivery and render archives.

How output is checked
  • Message and brand alignment
  • Narration-to-scene synchronization
  • Safe-area and platform-format checks
  • Asset resolution and continuity
  • Caption legibility
  • Render validation
What it will not do on its own
  • No final publish action
  • Human review before final render
  • Source and asset manifest
  • Replaceable model providers
Metrics it tracks
  • Production time
  • Cost per rendered asset
  • Revision count
  • Template reuse
  • Approval rate
Public-safe examples

What a recruiter
can inspect here.

Real client dashboards and campaign screenshots are not published because of NDA restrictions. These views use fictional or recreated data.

Long-form16:9

Published YouTube production

Pacing, continuity, audio and final delivery.

Short-form9:16

Published Shorts library

Mobile framing, hooks and captions validated.

BlueprintProduction console9:16 keyframeRender manifest
Real published video work

Long-form depth.
Short-form reach.

Public YouTube examples replace fictional video samples. The long-form example shows a complete published production; the Shorts show vertical, mobile-first edits from the Sagar Kathrotiya Show.

LONG-FORM · PUBLISHED WORK

Complete video production.

A public example of long-form pacing, visual continuity, audio treatment and final YouTube delivery.

Watch on YouTube ↗
SHORT-FORM · SAGAR KATHROTIYA SHOW

Vertical stories built for discovery.

View the full Shorts library ↗
Short 01
Short 02
Short 03
Applications

Where this system
was applied.

Public application

Sagar Kathrotiya Show

YouTube and regional-media project

Video planning, branded production, reusable scenes and social-video formats.

Public application

Just Kiddin

Indoor playground and family-entertainment company

Campaign and promotional-video production.

Project names are public. Client screenshots, private data and confidential campaign outputs are not shown because of NDA restrictions.