Flora Lan
Senior Software Engineer SMTS at Salesforce
Palo Alto, California, United States
Summary
🤩
Rockstar🎓
Top SchoolFlora Lan is a Senior Machine Learning Engineer in Palo Alto with seven years of experience building production GenAI systems at Salesforce, specializing in LLM agents, RAG pipelines, and evaluation frameworks. As a founding engineer on Agentforce Vibes, she shipped agentic, multimodal VS Code tooling used by 300K+ active users and helped accept over 20M lines of code, demonstrating a rare blend of developer-product focus and large-scale deployment experience. She architected token-efficient tool orchestration and an MCP client layer to improve reliability and cut token usage by ~30%, and invented a locally stored vector embedding database referenced in a patent filing. Comfortable spanning front-end, backend, and infra (Elixir, TypeScript, AWS, Terraform), Flora also contributed to the popular Salesforce DX VS Code extension by implementing robust rename and release workflows. She bridges AI research, infra, and product teams to turn evaluation-driven model selection into production-ready features for developer productivity.
7 years of coding experience
4 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Santa Clara University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (12)
typescript10
typescripts10
vscode-extension10
typescript-types10
lwc10
salesforce9
git8
javascript7
unit-testing6
cicd5
automated-tests5
apex4
Programming languages (2)
Github contributions (5)
forcedotcom/salesforcedx-vscode
Feb 2022 - May 2022
Salesforce Extensions for VS Code
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:1 release, 60 reviews, 20 commits in 3 months
Contributions summary:Flora primarily contributed to the Salesforce DX VS Code extension, focusing on the "SFDX: Rename Component" feature. Their work included implementing the component renaming functionality for both LWC and Aura components, including test file renaming. They also improved the rename command by adding input validation, guarding against duplicate names and filenames. Furthermore, they incorporated build and release improvements by merging release branches into develop.
vscode-debuggervscode-extensionlightningvscodesalesforce-developers
floralan/salesforcedx-vscode
May 2023 - Mar 2025
Salesforce Extensions for VS Code
Contributions:2 releases, 2 PRs, 3 pushes in 1 year 10 months
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