Strategic Product Narrative

Tech Stack: Databricks, Python, PySpark, SQL, Pandas, Transformers, PyTorch, AllenNLP

• Collaborated on building a product to efficiently uncover insights that would trigger prompt actions to investigate findings and potentially alter the product marketing strategy.
• Developed an ensemble of transformer-based Natural Language Inference models that help validate client hypotheses given the premise data; contradicting statements are then analyzed to generate actionable insights.
• Implemented a context selection algorithm to filter out irrelevant statements during data ingestion, resulting in higher-quality insights.
• Helped develop subject-verb-object knowledge graphs for competitor analysis, which provided valuable insights for product positioning.