Krishna Mohan

Responsible for developing GEN AI based functionalities for the Fosfer Decision Cloud (FDC). Key responsibilities include automating internal processes using hugging face NER model, Open AI, and PG vector. Also working on a Magic code model to integrate SQL support in the FDC product. Previously worked with Standard Chartered Bank, delivering analytical functionality and developing/migrating ML models on LTI’s Mosaic platform. Experience includes data exploration using Superset Dashboard, model deployment, and leading projects for PepsiCo, involving combined data analysis and dashboard creation.

Managed data integration processes (ETL) for risk management and P&C insurance clients. Responsibilities included writing conversion programs to load flat file data into live databases, monitoring alert logs, validating data correctness, and resolving client requirements within SLA. Utilized tools like Oracle Differ and Data Junction Tool (ETL Tool) for data transformation and loading.

Provided data-driven analytical solutions using statistical and modeling techniques across verticals like Product, Pricing, Sales, and Campaign. Developed statistical models for cross-selling and churn prediction using R (Logistic regression, Decision tree). Developed an analytical framework for audit and compliance processes. Also developed a solution using R to forecast Mobile Customer Revenue using Time series modeling (ARIMA, ETS). Acted as HSW champion, conducting various wellness programs for the business unit.