Incoming Summer 2026

QF Capacity & Efficiency Team

• Developed network monitoring platform along with a chatbot integrated with SONiC network switch infrastructure

• Utilized Claude Code to create an MCP (Model Context Protocol) server in Go that exposed 500+ network

operation tools for AI agent discovery and execution and led 4 product demos to potential customers

• Integrated OpenAI GPT models with tool calling capabilities to automatically invoke MCP-exposed functions for

network diagnostics and configuration based on user query, reducing mean time to repair (MTTR) by 60%

• Built frontend dashboard using React, TypeScript, and TailwindCSS, designed backend services using FastAPI and

PostgreSQL, and implemented WebSocket connections and RESTful APIs for frontend-backend communication

• Developed network switch integration layer using gRPC, PyGNMI, and SSH protocols with less than 200 ms

response times for real-time telemetry visualization and AI-powered diagnostics through SQL queries on QuestDB

• Established development infrastructure with Docker/Kubernetes containerization, reducing deployment time by

80% and built CI/CD pipelines using GitHub Actions, achieving 95% automated test coverage

I am a paid teacher.

• Received training to teach students

• Taught classes in AI, Coding, Game Design, Graphic Design, Science

• Managed classrooms of kids

• Developed novel automated web accessibility correction system using Large Language Models to fix WCAG violations across 25 websites with 171 documented violations, creating the first general benchmark (ACCESS) for evaluating accessibility correction tools

• Implemented advanced prompt engineering techniques, including ReAct and Few-Shot prompting with

PyTorch/TensorFlow fine-tuning using Low-Rank Adaptation, achieving 27% improvement in model accuracy

• Completed intensive machine learning bootcamp covering supervised and reinforcement learning methodologies

• Published as a conference paper at ICLR 2024 after achieving a 51% reduction in the website violations

• Architected and implemented 20+ cognitive enhancement features using React Native, driving full-stack

development across iOS and Android platforms from requirements gathering through production deployment

• Led Agile Scrum development cycles using Jira, delivering 11 version releases over 3 years while reducing bug

reports by 60% through comprehensive testing protocols and user feedback integration

• Mentored 8+ college interns on React Native development practices, and established a centralized GitHub

repository for better version control and collaboration

• Executed testing strategy using TestFairy and TestFlight for beta testing while performing functional, integration,

and regression testing to ensure seamless compatibility across 15+ device types and OS versions