Senior Full Stack Developer
Terrascope
Carbon measurement and management platform (B2B SaaS)
- Built an end-to-end RAG pipeline that auto-drafts answers for sustainability disclosure standards (IFRS S1, GRI), using Amazon Bedrock for LLM inference and MongoDB hybrid search (vector + full-text) to retrieve and rank document chunks.
- Developed AI-powered PDF parsing that turns uploaded business documents (e.g. utility bills) into structured platform activities and auto-triggers emission calculations, eliminating manual data entry.
- Re-architected the platform to V2 with self-serve flows, progress tracking, and faster emissions calculation and reporting, using AWS Lambda and AWS Batch conditionally.
- Cut emission calculation time from 6 hours to 40 minutes (~90% faster) with materialized views and parallel AWS Batch jobs.
- Migrated to a multi-tenant architecture, cutting infrastructure costs by 70% and reducing daily production incidents by 85% (from ~15/day to <3/day).
- Built a one-click data migration tool, run via GitHub Actions, that migrates database records and S3 files with automated backups, rollback and recovery.
- Created reusable AI-assisted development workflows that shortened the coding cycle and surfaced bugs earlier; adopted across the team.