model · moe-babazadeh · trained 2007 → 2026
Moe Babazadeh
CTO at Neuroject. I architect AI-driven platforms and scalable digital products.
CTO at Neuroject, building the alignment layer for construction enterprises. Building since 2007: robots, IoT and firmware, then web, mobile and AI platforms.
Fig. 1 forward(x)
11 of 11 inputs on, 11 of 11 outputs fire.
x · input · click to ablate
ŷ · click to trace
Fig. 1. A forward pass from skills to what they shipped: 11 inputs, two layers of labelled features, and a sigmoid head with a bias that puts every output at p ≈ 0.95 when all inputs are on. The weights are set by hand, not learned. With no hidden biases the network is piecewise linear, so gradient × input is exact here: the paths into an output sum to its logit minus its bias.
model.summary()
Layer (type) Output shape Param # Non-zero ──────────────────────────────────────────────────────────── input (InputLayer) (None, 11) 0 0 features_1 (Dense, relu) (None, 9) 99 19 features_2 (Dense, relu) (None, 7) 63 15 shipped (Dense, sigmoid) (None, 11) 88 39 ──────────────────────────────────────────────────────────── Total params: 250 Non-zero: 73 (71% sparse) Head bias: [-5.54, -4.57, -4.57, -7.86, -6.65, -6.76, -3.40, -3.00, -3.00, -6.90, -9.08]
model card · v2026.10
Model card
Model details
I started building websites as a freelancer in 2007, studied electrical engineering with a focus on control systems, and spent my university years building robots, including a 1st place at RoboCup IranOpen 2010.
Since then I’ve built for an electronics and IoT company, a grocery marketplace, an edtech company and a construction-tech company. Today I’m CTO at Neuroject, leading the platform that connects BIM, schedules, budgets and risks for construction enterprises, and bringing AI into it.
Along the way I’ve shipped apps to the App Store and Google Play, hardware that’s still logging data after 15 years, and fixes to open source projects like Gatsby and DefinitelyTyped.
Intended use
- Architecture, roadmap and delivery of cloud-native, multi-tenant platforms.
- Bringing AI into products: natural-language access to project data, early warning on schedule and cost risk.
- Hardware to cloud: firmware, boards, mobile apps and the platforms behind them.
- Setting the engineering bar: a permission check on every API route, audit trails, alarms kept in infrastructure as code.
Training data
Pre-training on freelance web work from 2007, then electrical engineering, robots and a paper.
| Split | Dataset | Notes |
|---|---|---|
| 2008–2012 | BSc Electrical Engineering, Control Systems | University of Tabriz. Thesis: a two-wheel self-balancing robot with real-time fuzzy control. |
| 2009–2011 | Small Size League soccer robots | A team of five fully autonomous robots playing a real match. |
| 2010 | RoboCup IranOpen, 1st place | Deminer Technical Challenge. |
| 2010 | National Skills Competitions, bronze | Mobile Robotics. |
| 2014–2016 | MSc Nanoelectronics Engineering | University of Tabriz. Thesis: plasmonic wave sources based on multilayer structures. |
| 2017 | Paper on arXiv ↗ | Design, engineering and optimization of a grid-tie multicell inverter for energy storage. |
Input features
- TypeScript
- React & Next.js
- Laravel (PHP)
- Python & FastAPI
- AWS
- React Native & Expo
- Embedded C
- PostgreSQL & MySQL
Caveats and recommendations
Fig. 1’s weights are set by hand to make the attributions readable, and the loss in Fig. 2 is illustrative. The dates, products, devices, links and figures on this card are real. For a fuller eval, read the CV or ask the model directly.
scalars · train/loss
Training run, 2007 → 2026
Each run is fine-tuned from the checkpoint before it. Loss is illustrative; run dates are real.
train/loss
2026-05_neuroshipChief Full Stack Engineer (contract) · NeuroshipMay 2026 – Present
Contract role alongside Neuroject.
- Chief Full Stack Engineer on contract, alongside my role at Neuroject.
2024-06_neurojectChief Full Stack Engineer → CTO · NeurojectJune 2024 – Present
Built NeuroBuild, then CTO of the alignment layer for construction enterprises.
- CTO since September 2026, after two years as Chief Full Stack Engineer. I lead the architecture, roadmap, and delivery of a cloud-native, multi-tenant platform that connects BIM, schedules, budgets, and risks into traceable decisions.
- Bringing AI into the platform, from natural-language access to project data to early warning on schedule and cost risk.
- Led the architecture and build of NeuroBuild on Next.js, React 19, and Laravel, hosted on AWS Amplify and Laravel Vapor, with 4,700+ commits across five codebases.
- Set the engineering bar: a permission check on every API route, audit trails, and production alarms and GuardDuty alerts kept in infrastructure as code.
2021-02_zerooneLead Frontend Developer · 0&1February 2021 – June 2024
Active-Class LMS and proctoring, Attendum firmware and apps on both stores.
- Led the frontend architecture of Active-Class, an integrated LMS and exam monitoring platform, including identity checks during live exams with the Microsoft Azure Face API.
- Shipped Attendum end to end: firmware for the ESP32 card readers and nRF52840 BLE beacons, the iOS and Android app, the staff dashboard, and a Canvas LTI app.
- Built Office.js add-ins for PowerPoint and Word, the School.how dashboard, the Education Guide app, and the Learning Kit and Exam Kit websites.
- Redesigned the CI/CD pipelines to cut build and deployment overhead.
2020-08_algetSenior Frontend Developer · Alget.nlAugust 2020 – February 2021
A React marketplace that took local grocers online.
- Built the React frontend of a digital marketplace that helps local supermarkets and grocery businesses sell online.
- Implemented state management and client-side data handling that cut unnecessary API requests.
- Shipped MVP features quickly with the product and backend teams, and improved deployment workflows with CI/CD.
2012-10_niknamSoftware → Senior Software Engineer · Niknam Electronic RayanOctober 2012 – August 2020
IoT platforms, live GPS tracking and connected devices.
- At Niknam Electronic Rayan, built IoT platforms and connected systems for monitoring, tracking, and data visualisation across multiple industries.
- Designed web applications and real-time dashboards, and integrated hardware devices with GPS and mapping services for live tracking.
- Modernised legacy platforms for performance, usability, and maintainability. Software Engineer from 2012, Senior Software Engineer from 2017.
2007-08_freelanceWeb Developer · FreelanceAugust 2007 – October 2012
Websites and web apps for clients in PHP, JavaScript and jQuery.
- Built websites and web applications for clients with PHP, JavaScript, jQuery, HTML, and CSS.
projector · pca
Everything shipped, embedded
- Products at work
- Hardware and research
- Open source
- Personal
31 points · 64 dims → 3 · perplexity 10, initialised from PCA · drag to rotate
2024 · Neuroject
NeuroBuild
The alignment layer for construction enterprises: one multi-tenant platform for BIM models, WBS, quantity take-off, bills of quantities, tenders, and 4D progress reports, now with AI for natural-language questions and early risk warnings. I lead it as CTO.
- Next.js
- React
- Laravel
- AWS
Nearest neighbours cosine
- 0.766
- 0.706
- 0.653
- 0.642
- 0.601
edge · 5 devices in production
Running at the edge
Not models: boards and firmware, in production. From GSM weather stations that have been logging for over 15 years to battery-powered card readers at universities in the UK and US.
LG-01 in production
Logger
GSM weather station
Several sensors per station, with logs sent home over GSM.
- 50+ stations
- 15+ years online
- 0.5B+ records
EPC-01 in production
EPC
Pressure and flow controller
Embedded hardware and firmware that hold pressure and flow at their setpoints.
- In production
PLC-01 in production
Mini PLC
Compact PLC
Built on STM microcontrollers, for automation on a small footprint.
- In production
AT-01 in production
Attendum reader
ESP32 card reader
NFC, RFID, BLE and over-the-air updates. Wireless, with a battery that lasts about 16 months.
- 200+ devices online
- 3M+ records in 2 years
- 10K+ classes covered
AT-02 in production
Attendum beacon
nRF52840 BLE beacon
Bluetooth proximity check-in, updated over the air with DFU.
- In production
evals · upstream
Open-source evals
Fixes contributed upstream to libraries that are downloaded more than 300k times a week, sorted by reach.
| Benchmark | Task | Patch | Stars | Weekly downloads log |
|---|---|---|---|---|
| gatsbyjs/gatsby ↗split 2022 | Security | Removed the deprecated uuid@3.4.0 from gatsby-cli and gatsby-plugin-sharp.That version can fall back to Math.random(), which is unsafe for IDs. npm flagged it on every install. | ★ 56k | 163k |
| nanostores/persistent ↗split 2022 | Data loss | Synced storage events only for the store’s own key.Opening the app in a second tab wiped saved data. | ★ 383 | 82k |
| HuolalaTech/react-query-kit ↗split 2026 | Type safety | Opt-in strictVariables: typed query variables become required at the call site.A forgotten argument compiled fine and only failed at runtime. | ★ 486 | 31k |
| DefinitelyTyped/DefinitelyTyped ↗split 2025 | Type safety | Typed the optional RegExp filters on the Forge Viewer’s getPropertyHashes.Calls that Autodesk documents failed to type-check. | ★ 51k | 22k |
| microapps/gatsby-plugin-react-i18next ↗split 2021 | Bug | Added forwardRef support to the localized Link.Refs passed to localized links were silently dropped. | ★ 119 | 5.4k |
inference · mailto
Prompt me
user16 tokens · 55 chars
assistanttoy tokenizer · ids are hashed
Send opens your mail app with this message, addressed to moe@babazadeh.dev.
tools.json
{
"email": "moe@babazadeh.dev",
"linkedin": "/in/moe-babazadeh/",
"github": "github.com/moeBabazadeh",
"cv": "/resume.pdf"
}Or call one of the tools directly.