Experience & Certifications

Professional Experience

Assistant Vice President (Data Science and Machine Learning)

OCBC AI Lab | Singapore | July 2022 - Present

Current role requires developing tools for optimizing Machine Learning Operations (MLOps) and deploying LLM Models for various use cases.

Senior Software Engineer (Machine Learning)

Veracode | Singapore | December 2019 - July 2022

Developed and maintained predictive services and models, which use machine learning models in order to filter and curate data from open source software repositories such as GitHub, mailing lists etc. Also involved in researching data science and machine learning use cases to drive product improvement.

Research Fellow

Living Analytics Research Centre (LARC) | Singapore | May 2019 - December 2019

Research fellowship focusing on machine learning and software engineering applications.

PhD Candidate

School of Information Systems, Singapore Management University (SMU) | Singapore | August 2014 - January 2019

Ph.D. candidate in Information Systems with a research focus on developing methods and techniques to solve challenges faced by software developers while using various social media channels. Research experience in applying information retrieval, machine learning, and natural language processing techniques to solve problems related to software engineering.

Analyst Programmer

Accenture | Bengaluru (India), Liverpool/Horsham (UK) | September 2012 - July 2014

Performed the role of a Lead BizTalk developer for a major UK based insurance client. Worked directly with client’s E-Business team to ensure successful software implementation of a complex home insurance product. Responsibilities included:

  • Requirements analysis and elicitation
  • On-boarding, mentoring and managing junior developers
  • Solution design and implementation
  • Test management/Effort estimation

Senior Programmer

Accenture | Bengaluru (India) | January 2011 - August 2012

Performed the role of BizTalk developer for a major UK based insurance client. Worked under senior developers to ensure successful software implementation of given specifications. Responsibilities included:

  • Requirements analysis
  • Coding modules as per given specifications
  • Bug fixing

Assistant Systems Engineer

Tata Consultancy Services Ltd. | Gurgaon (India) | October 2008 - January 2011

Performed the role of BizTalk Application Analyst for production EAI environment of a major UK based airlines client. Responsibilities included:

  • Application support & management
  • Coordinating with cross functional teams and third party vendors to ensure high availability of all the applications
  • Requirement analysis for enhancements/bugs and to remove issues and gaps

Certifications

Coursera

DataCamp