Open to new roles & collaborations Engineering Resilience & Intelligent Systems

I turn messy text into navigable knowledge.

I build robust, scalable solutions that bridge the gap between complex data and accessible user experiences. Specializing in automation, AI integration, and system architecture.

Selected Works

Engineering Milestones

Projects that demonstrate the progression from simple automation to complex, intelligent systems.

PythonFastAPIReactOffice.jsLLM

TermNorm — Excel Add-in

AI-Powered Terminology Normalization for Excel. A reusable architecture for building Excel add-ins with Python backends, tackling database identifier assignment through web research and LLM reasoning.

  • Matches free-form text to standardized terminology
  • Three-tier intelligence: Cache → Fuzzy → AI Research
  • Real-time ranking with confidence scoring
PythonGoogle APIAutomationETL

Auto-File Email Attachments

An intelligent automation that parses email content, extracts key metadata, and files attachments into a structured Google Drive hierarchy — zero-maintenance, serverless.

  • Extracts key data to determine filing location
  • Detailed run logs to Google Sheets
  • Handles complex attachment types
R&DAccessibilityKnowledge graphs

Info Accessibility R&D

A personal R&D initiative on information-accessibility in complex data environments — novel interfaces for navigating unstructured information.

  • Experimental interface patterns
  • Focus on cognitive-load reduction
  • Research-driven methodology
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Thoughts & Insights

Blog & Articles

More Stories

Proof of Work

I don't just write code; I engineer systems. My work focuses on creating tools that empower users to handle complex data with ease. From automating mundane administrative tasks to leveraging Large Language Models for semantic understanding, I build software that works.

Backend

Python, FastAPI, Node.js, PostgreSQL

Frontend

React, TypeScript, Tailwind, Office.js

More about me