Project 01
Autonomous Financial Analyst Agent
Architected an autonomous financial analyst agent that orchestrates stock data, sentiment analysis, and RAG to deliver faster investment insights with behavioral safeguards and ranking logic.
Hello, I'm
Generative AI Leader | Practice Manager | Cloud & Modernization Expert
Generative AI focused IT leader with deep expertise in modern applications and AI-driven transformation, combining strategic leadership with hands-on delivery across enterprise cloud and modernization programs.
Areas of Expertise
Featured Projects
A curated mix of agentic AI systems, cloud-native automation, enterprise modernization, and practical digital products.
Project 01
Architected an autonomous financial analyst agent that orchestrates stock data, sentiment analysis, and RAG to deliver faster investment insights with behavioral safeguards and ranking logic.
Project 02
Built an Agentic RAG application using smolagents to automate auto-insurance claim validation with policy retrieval, contract lookup, and AI-driven decision recommendations.
Project 03
Developed and deployed a Playwright-based automation system on AWS EventBridge, reducing manual YMCA class booking effort by 80% through cloud-scheduled task automation.
Project 04
Engineered a resume screening platform for bulk uploads and smarter shortlisting with keyword matching, cognitive context recognition, and candidate filtering that improved selection accuracy by 50%.
Project 05
Developed a legal intelligence system that interprets rental laws, analyzes historical case outcomes, and reviews agreements for jurisdiction-specific compliance guidance.
Project 06
Designed a media search application that processes the YouTube videos, indexes target keywords, and returns clickable timestamps for direct playback navigation.
Project 07
Built an automated media transfer application that locates requested content, orchestrates cloud uploads, and securely delivers files to the user's destination drive. Utilizing MCP and Claude Code, I implemented a tool-based architecture to handle the download workflow asynchronously, while seamlessly integrating Google Drive API authentication and file uploads. This project emphasized cloud-oriented, event-driven processes and ensured reliable status tracking across download and upload phases.
Project 08
Developed a RAG-based analytics platform that combines stock market data with AI-driven insights from enterprise documents to assess both financial performance and innovation readiness. Integrated financial APIs and LLM-based document processing to unify structured and unstructured data. Built a ranking system that provides a holistic investment view, enabling faster and more informed decision-making.
Project 09
Designed and deployed an e-commerce platform with a custom admin interface for managing product inventory and imagery, improving catalog control and day-to-day operations.
Project 10
Developed an AWS Lambda-based web scraper that continuously monitors a specific website for new movie releases. The solution tracks the last notified movie, compares updates every 10 minutes, and upon detecting new additions after a set period, triggers an immediate email notification. This automated workflow reduces manual monitoring and ensures timely alerts.
Project 11
Designed and developed a multilingual audio search application that processes English and Hindi audio files, extracts and indexes target keywords, and enables fast, accurate retrieval. The system returns clickable timestamps along with the exact transcript line where the searched keyword appears, allowing users to jump directly to relevant segments. This enhances content discoverability and provides intuitive navigation across multi-language audio data.
Experience
Experience spanning AI consulting, modern application practices, cloud architecture, and enterprise transformation delivery.
2025 - Present
AI Consultant
Raleigh, NC
Partnering with organizations on AI strategy, prototype acceleration, solution architecture, and cloud-native delivery for practical enterprise adoption.
Shapes GenAI roadmaps that connect experimentation to production value.
Architects modern cloud applications and AI-enabled workflows.
Bridges business priorities, technical design, and delivery execution.
2021 - 2024
ModApps Practice Manager
Raleigh, NC
Led a cross-functional team of 15 software engineers and architects to deliver large-scale digital transformation programs across AWS and Azure.
Owned end-to-end solution architecture from discovery through optimization.
Aligned strategy, delivery, modernization outcomes, and client engagement.
Mentored technical teams while driving enterprise-scale implementation quality.
Contact
If you're exploring agentic AI, cloud modernization, enterprise architecture, or delivery leadership, I’d be glad to connect.