// Who I am

I graduated high school at 16, finished my associate degree at 17, and earned my CS degree from the University of Washington at 19. Not because speed was the point, but because I found the things I cared about early.

I've built full-stack tools used by thousands from scratch, worked across healthcare and enterprise software, and co-founded Firy AI — a conversational AI platform making neurological care more accessible. I'm drawn to problems where software actually changes someone's day.

When I'm not building, I'm dialing in my espresso, automating things that probably don't need automating, and reading about the next thing before it's the next thing.

// Work

We started Firy AI because patients shouldn't wait months to understand what's happening with their health. The gap between symptoms and specialty care creates anxiety for patients and inefficiencies for physicians — and I'm motivated to close that gap.

  • Built a pre-appointment intake tool: patients get clarity before seeing a specialist; physicians get a structured report that saves time and improves care
  • Designed backend architecture and multi-model LLM pipeline with persistent memory across sessions
  • Intake and diagnosis algorithms developed alongside medical professionals
  • First focus: headache/neurology. Broader vision: a foundation for how specialty care gets delivered
Python · FastAPI · Firebase · Docker · LangChain · Next.js

When Station 2 Clinic came under new management, I was brought in to modernize their IT from the ground up — balancing patient privacy with staff productivity.

  • Built HIPAA-compliant infrastructure from scratch
  • Deployed secure authentication, enterprise networking, and patient-facing website
  • MDM rollout with staff training; security practices embedded into clinic culture

I joined on the help desk, but within six months I was building internal software. By June 2024 I was formally a Software Engineer, focused on streamlining operations from the warehouse floor to the corporate office.

  • Virtual queuing system → cut customer wait times 28%
  • Driver arrival notification automation → 14-minute reduction in warehouse turnaround
  • Internal lead time tool giving sales accurate delivery estimates from live supplier data
  • Complete overhaul of the order processing system
  • 100+ SQL reports and integrations across purchasing, sales, and operations
  • Built BT Bot – a full-stack automation system to coordinate and schedule all Dunn Lumber deliveries, cutting human intervention by ~10 minutes per order and saving an estimated 20,000 minutes of employee time per day
Python · React · SQL · PowerShell · AWS · Azure
Promise Person of the Year 2024
  • Led a crew of 20+. Three roles across two years: barista, trainer, shift supervisor.
// Education
University of Washington
University of Washington
BS Computer Science
Bellevue College
Bellevue College
Associate of Arts & Sciences (AAS)
Redmond High School
Redmond High School
// Projects

A full data pipeline built around my own Spotify listening history. Ingests complete listening data into a local SQLite database on a continuous schedule, automatically generates and maintains categorized playlists, and powers a recommendation engine that builds personalized playlists based on activity, location, and listening patterns.

Python · Spotify API · SQLite · Neo4j · Docker · PyTorch · TensorFlow

Neural network that generates chord progressions in the style of a given artist or genre. Statistical analysis over 660,000+ songs to find patterns by artist, genre, and era. RNNs and Markov chains to learn and replicate stylistic progressions.

Python · TensorFlow · PyTorch · Pandas

ML model predicting customer churn on a retail dataset. Random forest classifier with 90% prediction accuracy.

Python · scikit-learn · SQL
// Skills
Backend
PythonFastAPINode.jsSQLPostgreSQLDockerFirebase
Frontend
ReactNext.jsTypeScriptJavaScriptTailwind CSS
AI & Data
LangChainRAGNeo4jTensorFlowPyTorchOpenAI
Systems & Scripting
PowerShellGitAzureCloudflareGraphAPI
// Outside the code
Coffee Shops
A running log of every cafe worth visiting in Seattle.
What I'm listening to
Two playlists. Updated by Spotify.
Homelab
An Ubuntu server in my house running a bunch of Docker containers. It doesn't sleep.
// Connect with me

I'm always open to interesting conversations and love meeting new people. Feel free to reach out!

Samneet Singh
Seattle, WA

Samneet Singh.

Founder. Engineer.

Building Firy AI — conversational AI for neurological care

Builder · Founder · Seattle, WA