Padmavathi M
Data Scientist & Agentic AI/ML Engineer | Python, TensorFlow, MLOps Expert | Transforming $50M+ Portfolios Through Production-Ready AI Solutions & 40% Efficiency Gains
- Role
- Data Scientist at Zavvis
- Location
- Chicago, IL, US
- LinkedIn followers
- 500 followers
About Padmavathi M
I am an Business Data Analyst with 7+ years of experience delivering scalable analytics…
Experience
Data Scientist
May 2025 — Present · Miami, FL, US
Architected end-to-end forecasting engine with DSO, DPO, DSI, and KPIs increasing cash visibility by 30% and accelerating reporting from monthly to weekly, supporting executive decision-making for $50M+ portfolio through ARIMA/SARIMA, Prophet time series modeling, and Azure SQL Database integration Engineered multi-tenant ETL pipelines using Snowflake, Apache Spark, and FastAPI reducing financial reporting time by 40% and cutting predictive model scoring latency from 10 minutes to under 1 minute across 3 business units processing 1M+ daily transactions Developed an LLM-powered financial insights system integrating OpenAI APIs that automated 85% of routine analytical tasks and improved forecast accuracy by 25%, enabling real-time C-suite decision support through GenAI-ready metadata architecture and CI/CD deployment
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