Technical Sprint:Avatar Generation

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4-Week Technical Sprint — Production Integration
🎯 30-70% Success Rate🤖 SadTalker Integration📅 2024 (1 month)

Context

Role

Founding Associate (Technical)

Duration

4 months

Environment

First GCP production

Two-Phase Journey

Months 1-2: Foundation

  • • BPMN engine integration
  • • AI quiz generation
  • • Video intelligence
  • • Multilingual pages

Months 3-4: Avatar Sprint

  • • 4-week SadTalker integration
  • • Real-world photo processing
  • • Production deployment

Tech Stack

GCP

Docker

SadTalker

Python

BPMN

REST API

Avatar Generation Journey

Marketing vs Reality

Week 1: Big gap between SadTalker's advertised demos and the open-source GitHub repo reality.

SadTalker's advertised demo

First try with GitHub repo

Step 1 of 4

Sprint Project by Andrei Zitti • 2024

AI-Powered Talking Head Avatar Generation