Work Experience
Mebot AI
Software Engineer
Built and owned major parts of a production AI interview platform spanning frontend, backend, and AI workflows.
⬥ Designed and shipped a multi-step AI interview system using React (TypeScript) and Python, integrating speech, transcription, and LLM-driven analysis.
⬥ Built secure authentication, data storage, and APIs to support real-time AI conversations and analytics.
⬥ Developed agentic pipelines for transcript summarization, sentiment analysis, and structured insight extraction.
⬥ Established automated testing and CI/CD practices, improving reliability and reducing production issues ahead of demos and releases.
⬥ Acted as the technical bridge between the CEO and offshore engineers, owning dashboard development and delivery quality.
Coqual
AI Engineer Consultant
Delivered AI-driven research tooling for a non-technical research team.
⬥ Designed a Python ETL pipeline to transform hundreds of pages of interview transcripts into analysis-ready datasets.
⬥ Built a content-aware LLM classifier to automate qualitative coding, saving weeks of manual work.
⬥ Implemented validation and testing strategies to surface edge cases and control LLM API costs before deployment.
⬥ Worked directly with a non-technical research lead to translate domain needs into reliable AI workflows.
Redfin
Software Developer
Worked on large-scale, customer-facing systems serving millions of users.
⬥ Developed and optimized email and push notification systems, user feeds, and internal data pipelines.
⬥ Improved mobile and desktop performance by refactoring business logic, reducing load times by 500ms+.
⬥ Partnered with multiple engineering teams to migrate notification services to AWS.
⬥ Built observability tooling with Grafana to support on-call operations and performance monitoring.
⬥ Took on additional responsibility as Scrum Lead, supporting team delivery and operational health.
Uniqlo
Advanced Associate
Early leadership experience managing teams in a fast-paced retail environment.
⬥ Supervised daily operations and mentored associates across multiple locations.
⬥ Onboarded new hires and created training documentation to support consistent team performance.