About

Biography

Hey!

I am currently a Senior AI Engineer at OCBC Group Architecture, where I work with LLMs to engineer AI and ML use cases across the enterprise and drive cloud migration initiatives. Previously, I developed and maintained enterprise-scale MLOps platforms and AI productivity tools at OCBC’s Group Data Office, including the Wingman suite, real-time guardrails systems (blog post), and distributed LLM serving infrastructure.

Previously, I have worked as machine learning research engineer at Veracode, where I applied machine learning techniques to improve workflow of security researchers, by developing intelligent software applications which could do vulnerability curation, and automated library identification. I have obtained my Ph.D. in Information Systems from School of Computing and Information Systems, Singapore Management University where I was supervised by Professor David Lo. My Ph.D. thesis, titled Social Software Development: Insights and Solutions, focused on finding insights about content produced by developers on Twitter, addressing the issue of information overload faced by them, proposing automated techniques for finding relevant technical urls, and classifying domain relevant experts on Twitter.

I am a native of Himachal Pradesh, a western Himalayan state in India and have been born and brought up there till my graduation in 2008 from National Institute of Technology, Hamirpur. My hobbies include watching and playing football and running occasionally.

If you are interested in knowing more about me and my work please do contact me.

Interests

• Machine Learning
• Natural Language Processing
• Empirical Software Engineering
• Mining Software Repositories
• Information Retrieval
• Software Analytics

Education

• Ph.D. in Information Systems (2019) School of Computing and Information Systems, Singapore Management University (SMU), Singapore

• B.Tech in Computer Science (2008) National Institute of Technology (NIT), Hamirpur, India