Ashish Rathor
Data Scientist@ABB | MLOps & Production Data Scientist | Deploying Enterprise Anomaly Detection (Azure ML) | Specializing in Forecasting, Python, & Driving 80%+ Efficiency through ML Pipelines
- Role
- Data Scientist-financial Planning and Analysis at ABB
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ashish Rathor
Seasoned Data Scientist with 3+ years of experience focused on engineering and deploying robust, enterprise-scale Machine Learning solutions. Proven track record in leveraging MLOps standards to transition models from prototype to production on cloud environments (Azure ML).Core Value: My expertise lies in translating complex business problems into high-ROI ML systems, primarily in:1.Production Deployment: Leading the full lifecycle of ML projects, including the Azure ML-based Anomaly Detection Platform that reduced manual identification time by 95%.2.Time Series & Forecasting: Developing high-accuracy ($\\sim$93%) forecasting pipelines (SARIMA, Prophet) that enable proactive planning and reduce historical error by 12% for Net Working Capital.3.Process Optimization: Applying advanced statistical and sampling frameworks (SRS, MUS) to streamline critical workflows, resulting in an 80% improvement in audit process efficiency.4.MLOps: Building reusable DS libraries, drift detection modules, and operational Streamlit dashboards for C-level visibility and self-serve analytics.
Experience
Data Scientist-financial Planning and Analysis
Jul 2023 — Present · Bengaluru, IN
Azure ML Anomaly Detection: Development of a production-grade anomaly detection solution on Azure Cloud, reducing manual efforts by 95% and enabling real-time financial anomaly tracking.NWC Forecasting: Built SARIMA/ARIMA models achieving high forecasting accuracy (R² > 0.88), improving cash flow planning and resource allocation.Audit Automation: Designed SRS and MUS-based automated workflows, reducing manual sampling time by 80% and ensuring compliance and accuracy.Factory Delay Dashboard: Developed a real-time Power BI dashboard, cutting downtime by 20% through data-driven root cause analysis.
Education
Department of Statistics, University of Delhi
Master's degree, Mathematical Statistics and Probability
Kirori Mal College, University of Delhi
Bsc hons.statistics, Mathematical Statistics and Probability
2018 — 2021
Rajkiya pratibha vikas vidyalaya,dwarka sector-10
PCMB
2016 — 2018
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