Monika Sharma

About Monika Sharma

Monika has 7+ years of experience in Generative AI, Natural language Processing, Computer Vision, Classification and Regression models across healthcare, insurance, finance domain.Technical skills:• Packages: Scikit-Learn, Numpy, Scipy, Plotly, Pandas, NLTK, Matplotlib, StatsModels, Keras, Tensorflow• Programming: R, Python, SQL• Statistics/ML– Linear/Logistic Regression, Naive Bayes, Decision Tree, Ensemble Models-Bagging, Boosting, Random Forests, XGBoost, Support Vector Machines, Gradient Boosted Trees, KNN, Clustering - Hierachical, K Means.• Deep Learning – Deep Neural Nets, Convolution Neural Nets, RNN, LSTM, LLMs (RAG)• Visualization and data analytics - Tableau, Excel

Experience

1. Manager Data Science

   PepsiCo

   Jan 2025 — Present · Hyderabad, IN

   Led the development of PepsiCo’s Dialogue With Data (DWD) platform—an enterprise-grade Generative AI solution to transform sales reporting and executive decision-making. AI Insights Automation: Designed and built a LLM-powered analytics engine that generates executive-ready sales summaries, surfacing key trends, performance drivers, and market shifts automatically. Conversational Q&A System: Developed a chat-based interface enabling business leaders to query sales data in natural language. Used LangGraph orchestration to direct queries to either summary generators or Text-to-SQL Agents, with results validated via an Analyst Agent to ensure accuracy and trust.System Architecture: Ensured production scalability with advanced memory management, AI observability, and workflow optimization to support high availability and low latency for enterprise use.

Education

• Malaviya National Institute of Technology Jaipur

  Bachelor of Technology - BTech

  2015 — 2019

• Hult International Business School

  Master of Science - MS, Business Analytics