Manoj Singh

About Manoj Singh

Currently working in IBM India Bangalore as Sr. Data Scientist in Generative AI domain.…

Experience

1. Data Scientist (Generative Ai)

   IBM

   Feb 2016 — Present · Bangalore, IN

   Led multiple AI and data-driven projects, including Generative AI initiatives for text summarization, text-to-SQL, and FAQ support using Retrieval-Augmented Generation (RAG). Created a resume screening tool for IBM HR to automate and improve candidate evaluation for interview call. Built fraud analytics dashboards in SAS Visual Analytics and created SAS programs for automated data loading. Built an automated ticket routing system to streamline IT support operations. Developed a machine learning solution for incident ticket classification and an Aadhaar Card reader using Azure Machine Learning. Specializes in AI and NLP solutions leveraging IBM Watson, IBM Cloud, IBM Code Engine, and open-source technologies. Contributed to a data warehouse modernization project using AWS services, Wherescape, Data Vault 2.0, Snowflake, MongoDB, and Power BI. Actively mentors and trains new employees, focusing on natural language processing (NLP) and text analytics. Experienced in integrating AI with enterprise systems, delivering practical, business-focused outcomes across multiple platforms.

Education

• Dayalbagh Educational Institute

  M.Sc.

  1993 — 1998

• Kmpm

  10+2

Skills

• Ssis
• Data Warehouse Architecture
• Cognos
• Business Intelligence
• Data Modeling
• Sql
• Business Intelligence Tools
• Microstrategy
• Microsoft Sql Server
• Oracle
• Requirements Analysis
• Data Warehousing
• Etl
• Pl/Sql
• Business Analysis
• Algorithms
• Sdlc
• R Programming
• Teradata