Data & AI POV

Shaping the future of AI, ML, and data.
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Building Fair Multilingual AI | Factored at WMDQS 2025
Multilingual Data Quality
2× data consistency across 50+ langs
Factored AI recognized as a Snowflake Select Partner, advancing AI and data cloud innovation
Snowflake Select Partner
High-impact data and ML solutions
LGBTQ+ alongside generative AI, highlighting inclusion, fairness, and representation in AI
LGBTQ+ Bias in Generative AI
Uncovers harmful model stereotypes
LLM as a Judge: Evaluating LLM Outputs and the Challenge of Hallucinations
Evaluating LLM Hallucinations
Detects 60–80% model hallucinations
Ensuring Equitable Ad Delivery with RL
4. Ad Fairness with RL
Reduces ad bias by up to 30%
Bringing Video Game Characters to Life with RL.
3. RL for Game Animation
40% fewer animation artifacts
Revolutionizing Railway Management with Deep RL.
2. RL for Rail Traffic Control
Cuts delays with optimized train routing
Optimizing Warehouse Sortation with Multi-Agent RL
1. Multi-Agent RL for Sorting
Boosts sorting efficiency by 25%

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