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Projects

12 systems I designed and built. Each page covers what it does, why it exists, how it is put together and what building it taught me. Diagrams stay at the component level.

Datamagnet

The company I founded in 2023 and still build end to end.

  1. Datamagnet

    Live · 2023 – now

    Real-time B2B people and company data API

    • Python
    • Flask
    • gunicorn
    • FastAPI
    • SQLAlchemy

  2. Datamagnet Signals

    Live · 2026 – now

    Scheduled monitors that turn LinkedIn activity into webhook alerts

    • Python 3.13
    • FastAPI
    • psycopg2
    • Pydantic
    • PostgreSQL

Data products

Scrapers and sites that put public web data in people's hands.

  1. Data Slayer

    Live · 2024 – now

    95 pay-per-result social media scrapers on Apify Store

    • Python 3.11
    • Apify SDK
    • asyncio
    • aiohttp and httpx
    • JSON input and output schemas

  2. Honeyguide

    Live · 2026

    Self-updating catalogue site for 95 Apify scrapers

    • Next.js 16 (App Router)
    • React 19
    • Tailwind CSS 4
    • MDX
    • Python 3 pipeline

  3. FounderPass

    Live · 2026

    Searchable directory of free startup perks and credits

    • Next.js 16 (App Router)
    • React 19
    • Tailwind CSS 4
    • Framer Motion
    • Next.js route handlers (perks CRUD, contact form)

Agents and pipelines

LLM systems with gates, so they ship work without someone watching.

  1. Blogpipe

    Internal · 2026

    Autonomous blog pipeline with quality gates, from topic to published post

    • Python 3.13
    • Claude Agent SDK
    • Streamlit
    • Node.js (publish script)
    • PostgreSQL

  2. Actor Creator Agent

    Internal · 2026

    Agent pipeline that turns an API manifest into a published Apify actor

    • Python 3.13
    • FastAPI
    • Celery
    • SQLAlchemy (async)
    • Alembic

  3. Signal Desk

    Internal · 2026

    Reddit lead monitoring: find buying signals, score them, draft the reply

    • Next.js 16 (App Router)
    • React 19
    • Tailwind CSS v4
    • shadcn
    • Next.js route handlers (Node)

  4. Campaign Manager

    Internal · 2026

    One lead ledger across email, LinkedIn, CRM, calendar, and product signups

    • Python 3.13
    • FastAPI
    • APScheduler
    • PyMongo
    • MongoDB

  5. Agentic Graph RAG

    Open source · 2025

    Documents in, knowledge graph out, with an agent choosing how to retrieve

    • Python 3.11
    • FastAPI
    • httpx
    • LangGraph
    • LangChain

Tools and open source

  1. Actors Management Portal

    Internal · 2026

    One dashboard to sync, build, edit, and monitor Apify actors across accounts

    • Python 3.12
    • FastAPI
    • SQLAlchemy (async)
    • Alembic
    • Celery

  2. LinkedIn Scraper

    Open source · 2024

    Open source desktop app for exporting LinkedIn data

    • Electron 29
    • Next.js 13 via Nextron
    • React 18
    • Material UI
    • Tailwind CSS