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.
<p>Architected and delivered a self-service KYC multi-agent AI system performing Customer Due Diligence (CDD), Adverse Media Analysis, and Enhanced Due Diligence (EDD).<br>
Enabled human-in-the-loop approvals.<br>
Reduced KYC processing effort by about 80%.<br>
Designed and built a scalable LLM-powered Text-to-SQL system translating business questions into optimized SQL queries and automated insights.<br>
Led architecture and development of an agentic AI system for financial advisors, integrating LLM services with enterprise backend systems.<br>
Delivered about 3 hours/day productivity gains per advisor.<br>
Built an enterprise conversational AI assistant for banking and insurance customer support using LLMs and RAG.<br>
Achieved about 65% query containment rate.<br>
Developed an LLM-powered SRE Agent to automate on-call workflows, execute runbooks, and resolve common incidents.<br>
Improved SLA compliance by about 25%.<br>
Contributed to agentic AI solutions for project management automation.<br>
Improved PMO productivity by about 60%.</p>
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.
<p>Contributed to a cloud-backed personalized retail application.<br>
Integrated 4 REST APIs.<br>
Delivered over 1,000 product images.<br>
Application was adopted by Middle East retail stakeholders.</p>
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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