System Architecture
& Case Studies
Enterprise B2B Pipeline Ecosystem
Architected a specialized data and content routing system for an IT staffing firm. Engineered a top-of-funnel C-Suite outreach engine with strict rate-limiting and error handling, flowing directly into bespoke React-based financial logic tools (Salary & Vacancy Calculators) with automated CRM webhook handoffs.
Full-Stack Data Aggregation Platform
Designed and deployed a highly scalable news and deals aggregation architecture. Built custom Python back-end logic to reliably scrape and format disparate data sources, serving the processed data to a responsive React front-end optimized for high traffic and zero-downtime updates.
Applied AI & Computer Science
Leveraging formal academic training—including CS50’s Introduction to Artificial Intelligence with Python at Harvard Extension—to implement practical, machine-assisted workflows. Demonstrated expertise in engineering customized LLM prompts and automated text pipelines for large-scale editorial projects.