Kamesh Gupta
@kameshgupta
I build secure AI platforms that automate regulated financial-services workflows at scale.
United StatesWhat I'm looking for
At Macquarie, I lead Convergence, a global pre-trade analytics and trading-support platform for commodities businesses.
I launched a production intelligent document processing platform using Amazon Bedrock, Bedrock Agents, Bedrock Data Automation, AWS Lambda, and human-review workflows. It reduced manual processing effort by 65–70% and improved extraction accuracy by about 40% over rule-based approaches.
I also led an on-premises-to-AWS migration that improved performance by about 35% and reduced infrastructure incidents by about 50%. I build secure, observable platforms on EKS and create reusable authentication and Vault-based secrets-management patterns.
Previously, I improved customer-profile platforms at Upstox and delivered high-volume financial-processing and web applications at Goldman Sachs. I enjoy mentoring engineers on GenAI architecture, Bedrock implementation, and agent-design patterns.
Experience
Work history, roles, and key accomplishments
Manager, AI Platform Lead
Macquarie Global Services LLC
Aug 2023 - Present (3 years 1 month)
Served as technical owner for a global pre-trade analytics and trading-support platform. Architected and launched a production intelligent document processing platform on Amazon Bedrock, reducing manual processing effort by 65-70% and improving extraction accuracy by approximately 40%.
Appian Intern
HSB Solomon Associates
Jun 2022 - May 2023 (11 months)
Developed and maintained an energy data-entry application in Appian 22.3, including data models, process models, and workflow-based approval mechanisms. Built a reusable Excel parsing library using the Appian Excel extension.
Senior Software Engineer
Upstox
Apr 2021 - Aug 2021 (4 months)
Optimized and normalized the User Profile Management platform to support approximately 20,000 new customer registrations per day. Built a data-quality acquisition and remediation tool spanning four systems, reducing profile-related support requests by 90%.
Associate
Goldman Sachs
Nov 2019 - Apr 2021 (1 year 5 months)
Automated a monthly composite-group placement process for more than 100,000 user accounts, targeting a 10% reduction in manual operational effort. Led six summer interns through end-to-end SDLC delivery of a React application that improved performance by 40% over the legacy AngularJS interface.
Analyst
Goldman Sachs
Jun 2016 - Nov 2019 (3 years 5 months)
Designed a Java Spring Batch solution that processed 100,000 complex financial calculations daily in two hours, improving processing performance by 75%. Enhanced an AngularJS portal and reduced user-support requests by 40%.
Summer Intern
Goldman Sachs
May 2015 - Jul 2015 (2 months)
Revamped a legacy Struts web portal into a modern Bootstrap application while preserving underlying business logic.
Education
Degrees, certifications, and relevant coursework
The University of Texas at Dallas
Master of Science, Business Analytics
Grade: 3.89
Master of Science in Business Analytics with a GPA of 3.89, completed in May 2023.
National Institute of Technology Karnataka, Surathkal
Bachelor of Technology, Computer Engineering
Bachelor of Technology in Computer Engineering, completed in May 2016.
Appian
Appian Certified Associate Developer, Appian Development
Certified as an Appian Certified Associate Developer.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Salary expectations
Social media
Skills
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