KRISHNAMOORTHY RAMANATH
Redmond,Washington
Overview
8
8
years of professional experience
Work History
Data Scientist, Generative AI
GAP INC
Seattle, United States
01.2024 - Current
- Developed and integrated Retrieval-Augmented Generation (RAG) agents for online marketing content and return policy, enhancing customer interaction and support using OpenAI, LangChain, and LangGraph; integrated into the customer chatbot.
- Created a Store Associate AI Agent MVP to assist with inventory and product searches within the store, improving operational efficiency.
Data Scientist, Inventory Management
GAP INC
Seattle, United States
08.2022 - 12.2023
- Developed ML models (XGBoost, CatBoost, LightGBM) for size-level demand forecasting using 3+ years of data
- Enabled $18M in quarterly revenue via optimized inventory allocation
- Built category preference models and monitored using MLflow in Azure Databricks
- Worked with supply chain and merchandising to deploy data-driven strategies
Data Science Leader
Impact Analytics
Bangalore, India
01.2021 - 07.2021
- Spearheaded statistical model development, achieving $2M in revenue through optimized markdown strategies
- Designed and implemented A/B testing frameworks for model performance evaluation
- Led team in developing evaluation methodologies for inventory optimization, reducing overstock by 10%
- Established core metrics and KPIs for measuring business impact across product initiatives
Senior Data Scientist
Impact Analytics
Bangalore, India
07.2019 - 12.2020
- Enhanced predictive model accuracy to 90% through improved evaluation methods
- Developed statistical frameworks for measuring promotion effectiveness
- Implemented quality control processes for large-scale data analysis
- Created automated pipelines for continuous model performance monitoring
Data Scientist
Impact Analytics
Bangalore, India
06.2017 - 06.2019
- Enhanced data modeling processes, boosting predictive accuracy
- Developed promotional strategies for retail, increasing profitability
- Analyzed statistical data to identify ineffective promotions
- Collaborated with cross-functional teams to improve promotional strategies
Education
MASTER OF SCIENCE - Business Analytics
University of Minnesota-Twin Cities
Minneapolis, MN08.2022
BACHELOR OF TECHNOLOGY - CHEMICAL ENGINEERING
National Institute of Technology Karnataka
Surathkal, India05.2017
Skills
- Machine learning
- Data analysis
- Statistical modeling
- Natural language processing
- Predictive modeling
- Inventory optimization
Timeline
Data Scientist, Generative AI
GAP INC
01.2024 - Current
Data Scientist, Inventory Management
GAP INC
08.2022 - 12.2023
Data Science Leader
Impact Analytics
01.2021 - 07.2021
Senior Data Scientist
Impact Analytics
07.2019 - 12.2020
Data Scientist
Impact Analytics
06.2017 - 06.2019
MASTER OF SCIENCE - Business Analytics
University of Minnesota-Twin Cities
BACHELOR OF TECHNOLOGY - CHEMICAL ENGINEERING
National Institute of Technology Karnataka
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