Portfolio
A collection of projects I've worked on, showcasing my skills and experience in web development, data science, and more.
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Featured Projects
Write-Through Caching with Azure Managed Redis and Azure SQL Database
Authored a Microsoft Learn reference architecture for implementing write-through caching with Azure Managed Redis and Azure SQL Database for low-latency, high-traffic applications.
Microsoft Build 2026: Lightning Talk + Product Booth
Presented a Microsoft Build 2026 lightning talk on Azure Managed Redis for Foundry agents and served as a Redis Expert on Azure Redis booth duty.
Azure Managed Redis & Azure Databricks: Real-time Feature Serving (Blog Post)
Co-authored a blog post showing how Azure Managed Redis and Azure Databricks can work together to support real-time feature serving for latency-sensitive AI and machine learning applications.
Microsoft Ignite 2025: Semantic Caching Breakout + Product Booth + DP-900
Presented a Microsoft Ignite 2025 breakout session demonstrating a semantic caching demo I built, supported attendees as a Microsoft product expert on booth duty, and passed the DP-900 certification onsite.
Fractal Tech (NYC): Context-Enabled Semantic Caching
Presented at Fractal Tech in NYC on a Redis-built pattern: context-enabled semantic caching, semantic cache hits adapted with user context for faster, cheaper, more personalized LLM outputs.
Redis Agent Skills (AI Coding Agent Skill Pack)
Contributed to Redis’ official “agent skills” collection: packaged guidance and resources that help AI coding agents make better Redis decisions (data structures, vector search, caching, performance).
Azure Managed Redis & Azure Cosmos DB with Cache-Aside (Blog Post)
Co-authored a practical guide showing how cache-aside with Azure Managed Redis reduces Cosmos DB RU costs and improves read latency, without rewriting the application.
Azure Redis Migration Accelerator (Discovery & Inventory Toolkit)
Built a migration planning toolkit that discovers Redis resources across Azure subscriptions and collects inventory & usage metrics to support right-sizing and migration to Azure Managed Redis.
Semantic Caching Demo + Cost & Sizing Calculator (Azure Managed Redis)
Featured at Microsoft Ignite 2025. Created an end-to-end semantic caching demo with real-time streaming plus an interactive cost & sizing calculator to quantify Redis ROI vs. raw LLM spend.
Context-Enabled Semantic Caching (Python Notebook)
Built a hands-on Python notebook that demonstrates CESC: semantic cache matching with Redis vector search, then personalization using user context to transform generic cached responses into user-relevant answers.
Building a Context-Enabled Semantic Cache with Redis (Blog Post)
Wrote and published a deep-dive on “Context-Enabled Semantic Caching” (CESC): combining semantic cache hits with lightweight personalization and optional RAG context to cut latency/cost while improving relevance for enterprise AI apps.
Modernizing Epsilon Zeta: A Digital Transformation
Spearheaded the technological modernization of my alma mater's Sigma Nu chapter, implementing a new digital infrastructure to support operations and a successful $40,000 fundraising campaign.
Customer Churn Prediction
A comprehensive, interactive machine learning application designed to predict customer churn for a telecommunications company, guiding users through each step of the ML workflow.
My Personal Website
This project details the creation of my personal website – a next-generation digital presence built using Next.js & React, hosted on AWS.