Specializing in high-velocity backend systems, distributed data orchestration, and autonomous AI pipelines.
I bridge the gap between core backend data architecture and production-grade LLM orchestration layers. I treat AI not as a novelty, but as an infrastructure primitive to be composed alongside robust microservices, webhooks, and event-driven data streams.
- Data Orchestration & Integration: Designing loosely coupled, high-throughput pipelines, webhook listeners, and reverse ETL schemas using Python (FastAPI) and C# .NET.
- Generative AI Platform Engineering: Architecting deterministic LLM pipelines using LangChain, prompt engineering matrices, and Pydantic structured parsing loops to handle volatile enterprise data inputs.
- Browser Automation & Scraping Infrastructure: Building robust, headless browser-automation systems using Playwright and Chrome Extension APIs (Manifest v3) to extract and normalize highly unstructured web layouts.
Autonomous Job Application Agent & Platform
- Architecture: Modular FastAPI backend designed for loose coupling between LLM agents and job board scrapers.
- AI Implementation: Orchestrated LangChain + GPT-4 workflows for context-aware resume tailoring and field mapping.
- Production Ready: Implemented MVP pipelines for PDF generation and automated form injection via a Chrome Extension.
Hybrid Static Analysis & LLM Verification Tool
- Innovation: Combined deterministic Regex scanning with LLM-based context verification to drastically reduce false positives in security audits.
- Agentic Workflow: Implemented LangGraph agents to recursively analyze code vulnerabilities and suggest remediation.
- Performance: Built smart caching layers to optimize API token usage and latency.
Multi-threaded TCP Server Implementation
-Systems Depth: Built a raw TCP server in C using Berkeley Sockets without high-level networking libraries. -Concurrency: Implemented I/O Multiplexing (select) to handle multiple concurrent client sessions efficiently. -Protocol Design: Engineered a custom binary message exchange protocol for real-time matchmaking.
