Data & AI POV

Shaping the future of AI, ML, and data.
Sharing what works.
AI system analyzing resume data with structured extraction layers
Resume Parsing Evaluation Gap
Measure what matters across systems
supply chain attack compromising dependencies
Supply Chain Attacks Are Default
Prevent compromise and control the blast
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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