Kumari Astha Email & Phone Number

Gurugram, Haryana, India

• Worked on enhancing accuracy and efficiency of supervised learning-based regression testing solution using Random Forest Model, slashing resource requirements from 10-14 days to 2-3 days.
• Developed scalable scikit-learn pipelines for modular data processing and sampling algorithms.
• Delivering actionable insights and analytics pivotal for driving strategic decision-making across diverse banking teams.
• Leveraging SQL and data visualization tools to conduct comprehensive data analysis.

Banglore

• Implemented XGBoost and SVM Machine Learning models to enhance accuracy in stress analysis by 10% compared to previous models.
• Designed and executed end-to-end pipelines for heart rate variability analysis, incorporating robust data validation and cleansing protocols.
• Generated comprehensive reports enriched with data visualizations to deepen insights into stress level assessments.

Chennai, Tamil Nadu, India

• Conceptualized and implemented an NLP wrapper for Orca, optimizing client response management and task orchestration for Ano, a Symphony bot designed to handle internal queries.
• Implemented data validation techniques to enhance the quality and reliability of NLP outputs.

• Chosen as a mentee for this initiative by Aishwarya Srinivasan.
• Participated in several weeks of interactive sessions led by industry leaders in Product and AI to explore the intersection of these fields.

Remote

• Selected as one of 100 women globally for a six-week mentorship program in the Micron Global Women Mentorship Program.
• The program empowers women by providing access to senior leaders for guidance and support in their professional development.
• Attended various mentorship sessions focused on leadership, personal and professional growth, and achieving a balance between personal and professional careers.
• Built connections with diverse leaders and fellow participants throughout the program.

Remote

• Developed and enhanced scikit-learn pipelines for predicting macro-nutrient levels using random forest model.
• Conducted insightful data visualizations to extract meaningful insights from macro-nutrient percentages across various parameters.
• Implemented and scaled predictive models on Google Cloud Vertex AI, ensuring robust scalability and optimal performance.

Remote

Remote

* Worked under Dr. Tanima Dutta, Prof (CSE), to build a solution for classifying normal and unusual human-object interactions, utilizing data collected from sources such as YouTube.

Bachelor Of Technology - Btech, Electrical And Electronics Engineering

Intermediate

Matriculation