Chirag Bhatia

About Chirag Bhatia

As a Senior Manager at Morgan Stanley, my journey over the past years has been marked by a deep dive into the intricate world of machine learning, anomaly detection and natural language processing, applying cutting-edge techniques to drive innovation and operational excellence.My role encompasses fine-tuning AI algorithms and managing sophisticated DevOps practices to deploy robust and scalable solutions. Our team\'s commitment to aligning technological advancements with strategic business goals has been instrumental in delivering sustainable and impactful ML solutions.

Experience

1. Director

   Morgan Stanley

   Jan 2021 — Present · Bengaluru, IN

   Actively involved in Architecting and implementing solutions for Fraud and Sanctions screening in Payment Transactions to move from Rule Based learning approach to Unsupervised Machine Learning Models such as One Class SVM, DBSCAN, Isolation Forests. • Spearheaded an AI-driven log analysis initiative using RAG Framework along with LLM models and Langchain, preserve the context and give a conversational flow to critical payment details and information of the transactions resulting in a 40% reduction in manual log analysis time and improved decision-making accuracy by 25%.• Developed and implemented LSTM-based anomaly detection models for Swift Network transactions, enhancing fraud detection rates by 30% and reducing false positives by 20%

Education

• Uttaranchal University

  Bachelor of Technology - BTech, Information Technology

  2008 — 2012

• Woolf

  Master's degree, Data Science

Skills

• Machine Learning
• Sql
• Linux
• Asp.net
• Active Directory
• Windows Server
• Data Science
• Javascript
• Filesite
• C++
• Red Hat Linux
• Infrastructure Management
• Microsoft Sql Server
• Windows
• C
• Web Design
• Devops
• Poetry
• Mysql
• Network Architecture
• Natural Language Processing
• Powershell
• Html
• Java
• Python
• Photography
• Troubleshooting