Nivedita Gadade

About Nivedita Gadade

I\'m a Data Analyst with 4+ years of experience transforming messy, high-velocity data into actionable insights that drive measurable business outcomes.I specialize in data modeling, ETL pipeline development, prompt engineering, and LLM observability, with a proven track record of increasing marketing ROI, improving AI model performance, and scaling self-serve analytics across product, marketing, and operations teams.Currently, I\'m focused on voice AI analytics, where I combine LLM tuning, prompt iteration, and data validation to enhance model accuracy and reduce hallucination risk in generative applications. I’m equally comfortable refining KPIs for leadership dashboards in Power BI or debugging SQL logic deep in Snowflake and dbt.Let’s connect if you’re building data-driven products, refining AI experiences, or scaling analytics capabilities from 0→1.

Experience

1. Data Scientist

   Checkmate

   May 2025 — Present · New York, NY, US

   Spearheaded voice AI observability efforts, improving LLM response accuracy by 22% through prompt tuning, feedback loop integration, and drift monitoring.Designed and implemented prompt engineering playbooks for voice-based GenAI systems, streamlining onboarding for new analysts and improving response relevance.Conducted rigorous data validation and implemented rule-based checks across pipelines in Snowflake, increasing trust in decision-critical metrics.Refined and standardized key performance indicators (KPIs) across marketing and product domains to ensure consistency and alignment with leadership goals.Partnered cross-functionally with engineering and product teams to enforce data quality governance, reducing reporting inconsistencies by 30%.

Education

• Binghamton University

  Master's , Information Systems

• University of Mumbai

  Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering