portfolio.
AI solutions built for enterprise financial services — real problems, measurable impact.
I've built Agentic AI systems, RAG pipelines, NLP analytics platforms, and ML models that are used daily by hundreds of business leaders inside regulated banking environments.
publications.
Peer-reviewed research and industry insights on AI, data engineering, and enterprise analytics.
Engineering Droplet Navigation Through Tertiary-Junction Microchannels
Microfluidics and Nanofluidics – Springer
First-authored peer-reviewed research published in Springer's Microfluidics and Nanofluidics journal. Investigated passive droplet sorting mechanisms at tertiary microchannel junctions, establishing deterministic navigation rules through geometric and flow-rate control. Cited by international microfluidics research groups.
Agentic AI Workflows in Regulated Financial Services
Explores human-in-the-loop design patterns for deploying Agentic AI systems in banking, with case studies from campaign operations and customer intelligence.
RAG Architectures for Enterprise Campaign Operations
Practical guide to implementing Retrieval-Augmented Generation for SAS code generation, reducing campaign development time from days to minutes.
NLP-Powered Conversational Analytics with Power BI
Architecture and implementation of 'Ask Insight' – an NLP-driven Q&A layer enabling non-technical stakeholders to query enterprise analytics via natural language.
Identity Resolution at Scale: An Enterprise Perspective
Deep dive into enterprise Identity Resolution (IDR) automation, covering probabilistic matching, data governance, and downstream analytics reliability improvements.