Ashutosh Kumar

About Ashutosh Kumar

Infosys\' dynamic retail analytics landscape has been my focus since earning a PGDM in Business Analytics from Xavier Institute. Our team successfully developed a Retrieval-Augmented Generation system for a major retail chain, bolstering data access and automating documentation processes. My role was crucial in driving a 15% improvement in real-time response accuracy and a 32% increase in Thai-to-English translation precision.Leveraging my background in Computer Science, I have honed skills in data storytelling and IT strategic planning, instrumental to optimizing system performance and automating data processes. The implementation of Hugging Face LLM models and parallel processing techniques under my guidance not only enhanced execution efficiency but also underscored the values of innovation and continuous improvement integral to my work ethic.

Experience

1. Analyst - Data Science

   Infosys

   Jan 2024 — Present · Bengaluru, IN

   Diagnosed £41M in annual revenue leakage for a major wholesaler, enhancing forecast accuracy from 50% to 81% using advanced models. • Deployed a fine-tuned Hugging Face LLM for offline translation, improving accuracy by 32%. • Developed a customer churn prediction system with 87% recall and 92% precision for at-risk customers, supporting strategic growth initiatives.• Engineered an end-to-end RAG system to automate regulatory documentation workflows, significantly reducing processing delays and improving data retrieval efficiency.• Led the creation of Business Requirement Documents (BRD) and technical documentation, while supporting Go-to-Market strategies for expansion valued at USD 80 Million.

Education

• Rungta College of Engineering & Technology Kohka-Kurud Bhilai

  Bachelor of Engineering, Computer Science

  2017 — 2021

• Xavier Institute Of Management and Entrepreneurship

  PGDM-BA, Business Analytics