AI Enhancement for Hedra Platform
Ivan Babushkin
Workspace
Overview
Worked as an AI Agent Developer on Hedra, a creative platform for generating character videos, talking avatars, images, and audio.
Focused on the intelligence layer connecting user intent with generative models and creative workflows.
Built agent-driven experiences that help users move from an idea or input to useful creative output with fewer manual steps.
The core challenge was making sophisticated generative technology feel like a coherent creative tool rather than a collection of AI models.
Challenges
Translate open-ended creative requests into structured actions that generative systems could reliably execute.
Coordinate different modalities including text, images, characters, voice, audio, and video.
Handle ambiguous prompts while keeping users in control of creative decisions.
Maintain context across multi-step creation and iteration.
Balance agent autonomy with the predictability creators need from professional tools.
What I Delivered
AI agent workflows supporting character-based creative generation
Intent understanding and prompt-to-action orchestration
Multi-step workflows connecting user inputs with generative capabilities
Agent logic for coordinating text, image, voice, and video operations
Context-aware interactions for iterative creative workflows
Structured tool execution and model orchestration
Error handling and fallback paths for unreliable generation steps
Workflow improvements designed to reduce friction between creative intent and final output
Collaboration across AI, product, and engineering to integrate agent capabilities into the broader Hedra experience
Impact
Helped turn Hedra's generative capabilities into more connected, user-friendly creative workflows.
Reduced the conceptual distance between telling the platform what you want and producing the resulting content.
Supported a product experience where creators can work across several AI modalities without treating each model as a separate tool.
Contributed to Hedra's broader goal of making AI-powered character and content creation faster and more accessible.
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Posted Jun 16, 2026
Focused on a scalable AI video creation with character-based generation, accurate lip-sync, multi-input workflows, reusable brand assets, fast async rendering.
