Antul Kumar

About Antul Kumar

Motivated, teamwork-oriented, and a responsible data analyst with significant experience in working on large and complex datasets. Proficient in articulating business questions and using mathematical techniques to arrive at an answer. Expertise on working with statistical data analysis. Efficient at compiling, analyzing, validating and modeling data sets to enhance business operational performance. Willingness to continue learning and teaching others. Strong research professional with a Bachelor of Technology (B.Tech.) focused in Electronics and Communications Engineering from Vellore Institute of Technology.

Experience

1. Senior Manager

   Morgan Stanley

   Jan 2024 — Present · Bengaluru, IN

   Leading the development and deployment of scalable machine learning solutions using tools like Databricks, Snowflake, Dataiku, AWS, and Azure.• Architecting recommendation systems leveraging PyTorch DLRM for propensity scoring and XGBoost for regression-based ranking models.• Spearheading the creation of a centralized feature store on Snowflake to standardize features across ML use cases.• Driving model deployment pipelines and real-time scoring frameworks using ML-as-a-Service (MLaaS) paradigms.• Integrating NoSQL databases (MongoDB) into analytics workflows to manage and utilize semi-structured data.• Prototyping and evaluating LLM-based Retrieval-Augmented Generation (RAG) systems for business use cases.• Utilizing Azure ML and AutoML frameworks for rapid experimentation and model development.• Leading cross-functional teams to deliver ML solutions that integrate seamlessly with engineering and business workflows.

Education

• Sainik School Goalpara

  MATRICULATION, MATHEMATICS, SCIENCE

  2005 — 2010

• Indian Institute of Technology, Madras

  Diploma, Data Science

• IIT Madras Foundation

  Diploma in Data Science

• Surendranath Centenary School

  INTERMEDIATE, PHYSICS, CHEMISTRY, MATHEMATICS, BIOLOGY

  2010 — 2012

• BITS-PILANI

  M.Tech in Data Science & Engineering

• BITS Pilani Work Integrated Learning Programmes

  Master's degree, Data Science And Engineering

• Vellore Institute of Technology

  Bachelor of Technology (B.Tech.), Electronics and Communications Engineering

  2013 — 2017

• Vellore Institute of Technology

  B.Tech in Electronics & Communication Engineering

Skills

• English
• Cadence
• Arduino
• Matlab
• Awr Microwave Office
• Electronics
• Microsoft Office
• Microcontrollers
• C
• Programming
• Agilent Ads
• Powerpoint
• Microsoft Powerpoint
• Windows
• Verilog
• Modelsim
• Ni Multisim
• Research