Tim Huynh
Hey, I’m Tim.// that’s me, irl ↗
Software Engineer

Building AI that actually helps.

Automation, RAG pipelines & autonomous agents.

I’m Tim — SWE at SEL building automation and RAG pipelines, and Engineering Lead at FarmLink.

SWE @ SEL/Eng Lead @ FarmLink/Seattle, WA
tim@sel: ~live
tim@sel:~$
RAG PipelinesMCP AgentsGo · Python · TypeScript99.99% UptimeOpen Source @ khuynh22NVIDIA Inception
01 / What I build

AI that understands and acts.

$ automateAutomation

A Python testing framework that automates our relays. Agent workflows run tests from a doc, fix what’s wrong, and re-run to find bugs, while Jenkins regression clears thousands more each week.

$ retrieveRAG pipelines

Vector search + caching on Postgres that turns weeks of tribal knowledge into sourced answers in seconds, with lower p95 latency and token cost.

$ agentAgents & MCP

MCP servers and autonomous workflows that give models real tools — safely, with the wire, the cloud, and the docs all one call away.

APEx · agent runtimeidle
User query
>
Retrieving sources
Answer
02 / Selected worktap a card to read the story

Six systems, one obsession:
Make it reliable.

AI + Networking★ 42

MCP-Wireshark

An MCP server that lets an AI agent read live traffic — capture, filter, follow streams — straight from Claude or VS Code. GitHub Starstruck.

MCP-Wireshark agent demo
AI + Energy@ SEL

APEx

A RAG assistant that turns protocol specs and test history into instant, sourced answers for grid engineers.

AI + ResearchLive

PaperDeck

All my AI reading on one deck — dedup’d corpus, in-app reader, resume anywhere.

AI + InfrastructureReal-time

RaceLLM

One prompt, every model, at once — streamed in parallel over SSE into a live terminal race.

gpt-4o0 tok
claude0 tok
gemini0 tok
llama-30 tok
AI + CybersecurityBest @ UIC

SecureSense

An ensemble weighing 48 features to catch phishing sites at 98% accuracy.

98%
phishing pages caught
AI + FinanceMulti-modal

ContextQuant

A stacked LSTM over price action, late-fused with FinBERT news sentiment.

2 signals
price action × news, late-fused
More from the workshopgithub.com/khuynh22 ↗
05chAIn48h→5min06Logit ProbeLLM security07OpenRoad Agentonboarding08S3 MCP Serversafe tools
04 / The path

From a notebook to the grid.

UIC
2019 — 2023

The fundamentals

B.S. Computer Science — 4.0 GPA, valedictorian. Where I learned the fundamentals everything else builds on.

TruStage
2022

Hands dirty

SWE intern at TruStage — my first taste of enterprise and production work: CI/CD in Azure, shipping C#/.NET features.

FarmLinkFarmLink
Now · since 2023

Building from zero

Eng Lead. Restoring trust in Vietnamese agriculture — 200+ farmers earning fairer margins.

SEL
Now

Failure isn’t an option

SWE @ SEL — the test infrastructure behind every relay protecting the grid.

Off the clock

A few frames from the road.

San Francisco 2022
Golden Gate · 2022
Las Vegas 2025
Tech FOMO, Vegas · 2025
Sparky in Chicago 2023
Sparky, Chicago · 2023
05 / Giving back

Giving back.

Outside of work, I volunteer my time mentoring students and early-career engineers — the kind of guidance I wish I’d had breaking in.

CodePath
Volunteer Mentor · Tech Mentorship

CodePath

One-on-one mentoring for underrepresented CS students — technical interview prep, career navigation, and the unwritten rules of breaking into tech.

codepath.org/mentorship
Develop for GoodGathering Matters
Volunteer Mentor · with Gathering Matters

Develop for Good

Mentoring a student engineering team as they build software for Gathering Matters, a nonprofit partner, through DFG’s 16-week product cycle.

developforgood.org/for-mentors
06 / Toolbox
AI / ML
PyTorchTensorFlowScikit-LearnMCPLangChainChromaDBClaude Skills
Languages
PythonTypeScriptSQLGoSwift
Frameworks
FastAPINodeExpressPostgreSQLRESTGraphQLRedisAirflow
Cloud & DevOps
AWSDockerJenkinsGitHub ActionsTerraform
Frontend
ReactNext.jsVue.jsTailwindFramer Motion
Currently exploring
RustAirbyteLangSmithAI research
Open to what’s next

Let’s build something
that doesn’t break.

Whether it’s a RAG pipeline, an agent that takes real action, or the automation around it — I’d love to hear about it.

Resume available upon request
Tim Huynh — Software Engineer--:-- PST · Seattle, WATry the ↑↑↓↓ trick© 2026 Tim Huynh · All rights reserved