Senior AI Engineer with 7 years of experience designing and building scalable distributed systems and production-grade AI systems. Strong background in backend engineering, system design, and applied machine learning, wi…
Senior AI Engineer with 7 years of experience designing and building scalable distributed systems and production-grade AI systems. Strong background in backend engineering, system design, and applied machine learning, with deep expertise in LLM-based systems, Retrieval-Augmented Generation (RAG), agentic workflows, and high-throughput APIs. Proven track record of delivering large-scale efficiency gains (up to 80%), enabling multi-million dollar enterprise deals, and building reliable, fault-tolerant systems across BFSI, Retail, and SaaS domains.
Architected and delivered a self-service KYC multi-agent AI system performing Customer Due Diligence (CDD), Adverse Media Analysis, and Enhanced Due Diligence (EDD).
Enabled human-in-the-loop approvals.
Reduced KYC processing effort by about 80%.
Designed and built a scalable LLM-powered Text-to-SQL system translating business questions into optimized SQL queries and automated insights.
Led architecture and development of an agentic AI system for financial advisors, integrating LLM services with enterprise backend systems.
Delivered about 3 hours/day productivity gains per advisor.
Built an enterprise conversational AI assistant for banking and insurance customer support using LLMs and RAG.
Achieved about 65% query containment rate.
Developed an LLM-powered SRE Agent to automate on-call workflows, execute runbooks, and resolve common incidents.
Improved SLA compliance by about 25%.
Contributed to agentic AI solutions for project management automation.
Improved PMO productivity by about 60%.
Architected and delivered a self-service KYC multi-agent AI system performing Customer Due Diligence (CDD), Adverse Media Analysis, and Enhanced Due Diligence (EDD), enabling human-in-the-loop approvals and reducing KYC processing effort by about 80%., Designed and built a scalable LLM-powered Text-to-SQL system translating business questions into optimized SQL queries and automated insights, resulting in a multi-million dollar partner opportunity., Led architecture and development of an agentic AI system for financial advisors, integrating LLM services with enterprise backend systems and delivering about 3 hours/day productivity gains per advisor, supporting enterprise deals worth millions, Built an enterprise conversational AI assistant for banking and insurance customer support using LLMs and RAG, achieving about 65% query containment rate and enabling multiple high-value partner deployments., Developed an LLM-powered SRE Agent to automate on-call workflows, execute runbooks, and resolve common incidents, improving SLA compliance by about 25%., Contributed to agentic AI solutions for project management automation, improving PMO productivity by about 60% and supporting partner engagements.
Contributed to a cloud-backed personalized retail application.
Integrated 4 REST APIs.
Delivered over 1,000 product images.
Application was adopted by Middle East retail stakeholders.
Contributed to a cloud-backed personalized retail application, measured by integration of 4 REST APIs and delivery of over 1,000 product images, adopted by Middle East retail stakeholders.
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