I ship AI agents, automations and full products end to end.
Python and TypeScript, about equal. Six domains since July 2025. The recurring shape: an agent or automation wrapped around a real product — a finance app, a training app, a Shopify store, a video pipeline, a website factory.
Proof · numbers, not adjectives
Who · from the CV
Herzliya, Israel · es native · en C1 · he C1 · pt B2 · UC3M 2021 → 2025
AI & Data Engineer with hands-on experience building production AI systems that create measurable business impact. At Fever, led the development of an autonomous ML platform centralising 20+ models in production and cutting the model lifecycle by 90%. I build AI agents, design data architectures, and apply the latest research to real-world problems.
The work
Five clusters, thirty-seven repos
A
cluster/A · 13 repos · 2025-07 → 2026-06
iOS + Android app, API, marketing site, a LangGraph agent that reads the user's real finances, a metrics service, a transaction classifier, a Hebrew advisor portal, growth automations. Co-built with ilaygalron.
B
cluster/B · 8 repos · 2026-03 → 2026-08
Web, mobile, API, admin, SPEC-driven landing; a training engine that writes the weekly plan and today's session from a 17-section SPEC and learns from each one; a Sheet-to-PR automation every 15 minutes.
C
cluster/C · 4 repos · 2026-03 → 2026-07
An autonomous research loop — literature, data, hypothesis and synthesis agents running thousands of backtests behind a Deflated-Sharpe gate and a frozen hold-out — then a live trader with a pre-registered risk governor and Telegram alerts. BTC/ETH 5m–15m and EURUSD.
D
cluster/D · 4 repos · 2026-03 → 2026-09 · active
Raw vertical clips to publishable Reels: a Claude Code director classifies, Whisper transcribes, a word-anchored storyboard is written, Remotion renders, an audit loop checks cuts, sync, safe zones and loudness. One validated short a day. A multi-agent X poster.
E
cluster/E · 8 repos · 2026
A website factory that shipped two RTL sites; a six-agent Shopify store; a codebase auditor on Claude Managed Agents; a Telegram-to-Obsidian agent in pure stdlib; an EdTech Socratic tutor; two pieces of writing.
The shelf · six products
gali-app.com · App Store id6752119118 · Play com.ilygalcho.gali
iOS + Android. A LangGraph agent over the user's real finances, a metrics service, a classifier, an advisor portal in Hebrew.
13 repos
2025-07 → 2026-06 · collab ilaygalron · gali-app.com
Motor de entrenamiento v6.3.2 writes the weekly plan and today's session from a 17-section SPEC and learns from each one.
12 engines
~15 REST endpoints · 8 repos · 2026-03 → 2026-08 · client
Two agents, one human gate: a real local business in, a production Next.js + shadcn + 21st site out. Two bilingual RTL sites shipped.
2 sites
Hebrew/English RTL · 2026-09 · own
Six markdown-defined agents run a one-product store over Shopify, Meta Ads, fal.ai and Telegram approvals.
6 agents
shopify-store · 312 commits · 2026-04 → 2026-06 · own
A director agent, a daily-shorts pipeline with QC and a circuit breaker, and a multi-agent X poster.
1 /day
content-studio (79, active) · daily-shorts (35) · x_post_generator (44) · 2026-03 → 2026-09 · own
Whisper transcribes, a word-anchored storyboard is written, Remotion renders, an audit loop checks every cut. Five renders, 48 s to 167 s.
5 renders
O10 commerce_agents · O11 geo_v3 · O12 geo_demo · O13 wikiskill · O14 skool-cta · 2026-08-30 → 2026-09-04 · own
Shipped sites · the website factory's output
web-auto-creation · Claude Code agents + Next.js + shadcn + 21st.dev · 2026-09
Israel's Hair Design — Herzliya salon. Hebrew/English, RTL. Direction "The Lift Ladder", Frank Ruhl Libre.
Elitzur Lod — youth basketball club. Hebrew/English, RTL. Direction "The Hall", Karantina + Rubik.
Unsolicited concepts, 2026-09 — self-initiated, never commissioned, never deployed. The MOCKUP strip inside each frame is the sites' own.
Every repo · collapsible by cluster
37 repos · own, collab, client, writing · forks excluded
financial-appThe Gali mobile app: onboarding, movements, goals, AI chat, iOS Siri intents
Expo / React Native, Firebase, Swift
financial-app-backGali API: controllers, routes, services, locales
Node, Mongoose / MongoDB
financial-app-landinggali-app.com marketing site, EN/ES, dark premium system
Next.js, TS, Tailwind v4
gali-app-aiLangGraph chatbot over the user's real MongoDB finances + ChromaDB memory, push insights, S2S JWT
Python 3.12, FastAPI, LangGraph, Gemini
gali-auxMetrics microservice: cash flow, net worth, budgeting buckets, goal feasibility, health scores
Python, FastAPI, MongoDB
gali-classifierTransaction categoriser: sentence-transformer embeddings + sklearn, DSPy/Gemini fallback
Python, FastAPI, Docker
agent_galiEarlier Gali agent service, superseded by gali-app-ai
Python, FastAPI, LangGraph
gali-for-advisors-frontB2B portal for licensed financial advisors — Hebrew, locale routes, dashboard
Next.js, Firebase
gali-for-advisors-backAdvisor portal API
Node, Mongoose
gali-ai-automationsGrowth automations: blog generator, LinkedIn poster, YAML-driven lead scraping
Python
gali-websiteAlternate Gali marketing site
Next.js, TS, Tailwind
scrape_isaIsrael Securities Authority licensed-advisor registry → lead list
Python, httpx
categorizador_movimientos_galiPDF bank statement → categorised movements JSON
Python