AI-powered CV scoring tool
An open-source AI tool that scores your CV across 6 dimensions against 2026 hiring research. No signup, free, MIT licensed. Built for the Tech Immigrants community.
Claude API Cloudflare Pages Cloudflare Functions MIT
Hi, I'm Sahar
I build open-source tools
for the AI era.
Senior Product Architect by day. Open-source builder by night. Founder of Tech Immigrants — a 50K+ community helping people navigate tech careers globally.
Open to product roles
📍 Espoo, Finland 🌍 Remote-friendly
About
I bridge product thinking with hands-on building.
For the last decade I've worked across product management, integrations, and platform architecture — at companies like Happeo (B2B SaaS, 500+ enterprise clients) and a Unicorn B2B SaaS where I led a company-wide Auth0 integration across 10+ teams.
But what I love most is the building. Shipping cvroast.dev with Claude API and Cloudflare. Coordinating an open-source community to scale it. Automating a 40-sensor home with my husband. Helping thousands of people navigate tech careers through Tech Immigrants.
I work where product, AI, automation, and community overlap. That's the lane.
Stack & Tools
Cursor Claude Code Claude API n8n Cloudflare Pages Cloudflare Functions Docker Home Assistant TypeScript Auth0 REST APIs
Recent Recognition
- ▸ ITU Young Innovator Competition Winner (2014)
- ▸ Canada Startup Visa (2019)
- ▸ 50K+ followers across YouTube and Telegram
Projects
What I'm building.
TechImmigrants/cv-builder
Open-source community CV builder
Scaling cvroast.dev into a contributor-driven open-source product. Recruiting and coordinating a team of developers, designers, and product people from the Tech Immigrants community to build it together.
TypeScript Open Source Community-led
Tech Immigrants Community
50K+ followers across platforms
Founded a tech career community from a single tweet. Grew to 50K+ followers across YouTube and Telegram with 200+ video episodes on career advice, relocation, and tech industry insights. Zero paid promotion.
Content Community Podcast
Home Cloud
Self-hosted smart home automation
Co-built with my husband: 40 sensors, 18+ automations, spot-price energy optimization, baby environment control. Zero cloud subscriptions — fully self-hosted.
Home Assistant Docker Ansible Zigbee
AI-Powered PM Dashboard
Custom dashboard for cross-team insights
Built with Claude Code. Aggregates stakeholder insights from Confluence and Slack across 10+ teams, surfacing blockers and patterns that manual tracking missed.
Claude Code Cursor Confluence API Slack API
KyzDigital C-Level Agents
Multi-agent AI platform contributor
Contributing to an AI agent platform with 3 autonomous agents (Ops, Marketing, BD). Using it for Tech Immigrants community operations.
Multi-agent AI ClickUp Apollo Telegram
Writing
Recent posts.
May 2026 · AI Architecture
How Wolt Built an Autonomous Coding Agent That Opens Its Own PRs
What I learned at a Helsinki meetup about context engineering, and why the architecture matters more than the model.
Apr 2026 · HomeOps
Five Concerns, Five Projects, One Box
Our HomeOps architecture: how I bridged five everyday problems into one self-hosted home cloud.
Apr 2026 · HomeOps
The AI Couple: 40 Sensors, 18 Automations in Our HomeOps Project
What happens when a Product Manager marries a Cloud Engineer and they automate everything that annoys them.
Contact
Let's build something together.
Open to product roles in developer tools, AI infrastructure, and open-source ecosystems. Also happy to chat about communities, open-source projects, or anything builder-adjacent.