From Vision to Reality: How to Start Building Project-Specific AI Solutions

Track: Multilingual AI | AI7 |   Everyone |
Thursday, June 5, 2025, 1:30pm – 2:15pm
Held in: High Live 1 (Plenary)
Presenters:
Hameed Afssari - Uber 
Vicky Hu - Centific
Moderator: Renato Beninatto

In this panel discussion, industry leaders will share their experiences and insights on building AI solutions tailored to specific localization project needs. The discussion will cover defining project goals, selecting, or customizing models, curating high-quality training data, and integrating Human-in-the-Loop (HITL) approaches.

Panelists will explore technical topics like model training, fine-tuning, and validation while addressing challenges such as handling idiomatic language, ensuring scalability, and integrating AI with existing workflows. Attendees will gain expert insights on setting up feedback loops, maintaining compliance, and optimizing AI-human collaboration, providing a comprehensive roadmap for deploying culturally aware and effective AI models.

Key Takeaways:

Real-World Case Studies: Learn from industry leaders as they share their first-hand experiences in building project-specific AI solutions, offering valuable insights into real challenges and successes; overcoming challenges: understand the key obstacles in AI localization projects, such as handling idiomatic language, ensuring scalability, and integrating AI into existing workflows, and how to address them effectively; key considerations for success: discover critical factors for defining goals, selecting models, curating training data, and maintaining compliance, ensuring culturally aware and effective AI solutions.