Technical Sprint:Avatar Generation

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4-Month Clypp Role — 4-Week Avatar Sprint

30-70% photo-dependent prototype pass rateSadTalker integration2024 (4 months)

Context

Role

Founding Associate (Technical)

Duration

4 months

Environment

GCP platform work

This was internal Clypp work, so the public page focuses on anonymized sprint artifacts and prototype clips. The pass rate below reflects real-photo prototype validation, not a final product-quality benchmark.

Two-Phase Journey

Months 1-3: Platform Foundation

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

Month 4: Talking-Head Avatar Sprint

• 4-week SadTalker integration
• Real-world photo processing
• Docker/API 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