Marwa Ashraf's Work | ContraWork by Marwa AshrafMarwa Ashraf
Building scalable full-stack web applications
Fusion is a modern, culture-driven streetwear e-commerce platform built around customization and identity. Featuring a sleek, high-contrast dark aesthetic, the interface merges bold typography with interactive elements to deliver a premium shopping experience tailored to local street culture. Portfolio Projects Overview Naqla AI is an intelligent B2B recruitment platform built to eliminate hiring friction through automated, transparent candidate screening.
Key Contributions:
Multi-Agent Orchestration: Architected a stateful dual-agent system using LangGraph.js to handle a 5-stage screening pipeline—covering parsing, automated scoring, ranking, and HR reporting.
High-Throughput Asynchronous Layer: Engineered a decoupled backend processing layer using Redis and BullMQ, completely isolating heavy AI workloads from the UI for non-blocking performance.
Automated Feedback Loops: Built a stateful loop that automatically tracks candidate transitions across pipeline stages and triggers real-time updates. FinanceTracker is an enterprise-grade personal finance ecosystem designed to monitor multi-user activity, handle budgeting, and deliver real-time financial reporting.
Key Contributions:
High-Performance Analytics: Engineered optimized MongoDB Aggregation Pipelines to process complex multi-user data with a sub-350ms response time across 10,000+ transaction records
Enterprise Analytics Engine: Developed real-time data visualization frameworks for categorization breakdowns, live activity monitoring, and custom transaction reporting.
Secure Architecture: Built a layered MVC structure secured with robust JWT authentication to handle multi-user tenant isolation smoothly.::