Ankita Mangal, Phd Email & Phone Number

Cincinnati, Oh, Us

Boise, Idaho, Us

Boise, Idaho, Us

- Productionized large scale recommendation systems that power Albertsons banner websites like safeway.com

Cincinnati, Ohio, Us

• Expert in modeling assortment optimization and personalized promotions • Model Risk Officer for Global Data Science projects• Expert in recommendation engines, natural language processing and interpretable machine learning techniques.• Developed multiple analytics tools using frequent shopper program data

Cincinnati, Ohio, Us

Lead retail propensity modeling to drive business insights from geo-spatially tagged data across global operations – Developed robust feature ranking algorithms to identify demographic drivers for market growth– Created a product portfolio analysis algorithm for use by business analysts– Transformed the analyst culture to use innovative machine learning and data driven insights

Pittsburgh, Pa, Us

– Machine learning assisted root-cause analysis for stress localization hotspots– Extensive domain knowledge based feature engineering for microstructure characterization– Created predictive classification models with a focus on model interpretability– Developed 2D and 3D deep learning computer vision networks from scratch to segment microscopy images and identify stress hotspots– Characterized segregant materials in perpendicular thin film CoCrPt magnetic storage media.

Farmington Hills, Mi, Us

Advanced manufacturing & Model Monitoring• Developed a model monitoring module to adapt deployed machine learning models to changes in the data.• Implemented a novel algorithm that could be deployed in the assembly line setting• Created Rshiny and Flask apps to create performance dashboards

Mumbai, Maharashtra, In

Quality Assurance, Process Management, R&D• Eliminated surface defects from hot rolled coils using total quality management tools• Used data driven modeling on experimental data to show that– The amount of variant selection in bainitic steels is directly proportional to the transformation strain – An external force can be used to control the quality of this transformation– This result has been included in the leading book for bainitic steels by Dr. HKDH Bhadeshia• Involved in Corporate Social Responsibility activities of Tata Steel

Vancouver, British Columbia, Ca

Predicting mechanical properties of cold rolled precipitation strengthened aluminum alloys

Doctor Of Philosophy (Ph.D.), Materials Science

Master’S Degree, Materials Science

B.Tech(Hons.), Metallurgical And Materials Engineering