Ankit P.

About Ankit P.

Analytically driven professional with hands-on experience in machine learning data operations, business analytics, and process optimization. At Amazon, I work with the Prime Video Machine Learning Science & Modeling team, delivering accurate datasets that improve model performance and support product features.I’ve helped improve search relevance from 85% to 99.1% and led KPI and audit data analyses that increased operational efficiency by 20%. I focus on using data to solve business problems, optimize processes, and deliver measurable impact. Key Competencies-Data validation & risk analysis-KPI tracking & audit analytics-Process improvement & stakeholder reportingTechnical Skills SQL | Python | Tableau | AWS | Advanced Excel | PowerPoint | JIRA | Confluence

Experience

1. Associate-ii (L3)

   Amazon

   Mar 2025 — Present · Chennai, IN

   Recognized twice for outstanding performance across different project areas.• Developed a proof of concept to enhance overall performance.• Contributed to the implementation of innovative ideas driving operational improvements- Improve Prime Video search relevance from 85% → 99.1% by analyzing and validating 1M+ records/month used for ML model training and evaluation- Analyze 10+ operational and data quality KPIs (accuracy, completeness, latency), reducing data defects by ~35% quarter over quarter- Audit large-scale datasets using SQL (joins, window functions), cutting rework and escalation rates by ~30%- Collaborate with 5+ cross-functional stakeholders (ML Science, Operations, Product) to ensure on-time delivery for weekly and monthly releases- Identify and document 15+ recurring data and process gaps, driving corrective actions that improve compliance and operational consistency.

Education

• SRM IST Chennai

  Bachelor of Technology - BTech, Computer Science