Software Engineer · FlytBase
- Built an end-to-end LLM hiring pipeline covering resume parsing, role-specific evaluation and automated scoring, reaching ~97% agreement with human reviewers and removing the bulk of manual screening work.
- Rebuilt the product's map from a flat 2D view into an interactive 3D scene streaming terrain, photogrammetry and point-cloud data, cutting sustained interaction CPU from 90–100% to 30–40% on heavy scenes.
- Built the asset-management platform operators use to map, group and manage every physical asset on a site, responsive at 10k+ objects on screen.
- Designed event-driven usage-metering and billing-attribution pipelines (Redis, MongoDB, RabbitMQ, ELK) across 15+ services, recovering roughly $30k/month of previously unaccounted consumption.
Agentic Automation & Infra
- AI Hiring Pipeline. Built an end-to-end LLM-driven hiring pipeline covering resume parsing, role-specific evaluation criteria, and automated LLM-based scoring, with routing, assignments and reminders through Slack and GitHub-submission evaluation for engineering candidates. Reached ~97% agreement with human reviewers, removing the bulk of manual screening and coordination work. Demo
- Meeting RAG System. Built a retrieval-augmented system over raw meeting transcripts so customer pain points, decisions and requirements could be embedded, retrieved and queried on demand. Constrained the agent to structure and present only retrieved source passages rather than freely generating facts, keeping answers grounded in the original transcripts.
- Task Whisperer. Built an agent that transcribes meetings, identifies actionable items and owners, and dispatches tasks directly to Slack with deadlines, reminders and status tracking — turning ad hoc meeting notes into an executable, followed-up task list. Demo