IVAN ANDRIANOV

Independent researcher & builderBerlin, DE

I TURN PUBLIC
INFORMATION
INTO SYSTEMS.

I build research tools for open-source intelligence, political networks, and decisions that have to work outside a slide deck.

Portrait of Ivan Andrianov

RESEARCH
BUILD
SHIP

FIG. 01Ivan Andrianov

02 / Selected systems

THREE ATTEMPTS
TO MAKE COMPLEXITY
OPERABLE.

Not pitch decks. Working instruments, each built around a specific information problem.

01

Live / public

THRESHOLD

A structured event database for tracking escalation across regions and over time.

Threshold collects reporting from distributed public sources, classifies events, and turns a noisy news stream into a searchable analytical record.

Designed and built end-to-end: ingestion, classification, database, API, and frontend.

1,437
events indexed
262
news sources
20
regions monitored
02

Research prototype

ELITKA

Network reconstruction for people, institutions, and power.

ELITKA resolves public biographical records into auditable relationship graphs—preserving provenance, uncertainty, and temporal overlap instead of flattening them away.

  • Wikidata
  • Python
  • Entity resolution
  • Gephi export
03

Product prototype

JOBSPLZ

A local job search turned into a walkable route.

Enter an address, inspect nearby venues from public map data, select up to nine, and leave with a practical route—CV in hand.

  • OpenStreetMap
  • Web mapping
  • Route planning

03 / Profile

I WORK BETWEEN
RESEARCH, PRODUCT,
AND ENGINEERING.

My background is in international relations and North American studies. My practice is building the data pipelines, interfaces, and analytical frames needed to test a question in the real world.

Full CV

2025—NOW

M.A. North American Studies

John F. Kennedy Institute, Free University Berlin

Berlin

2026—NOW

Founder / Builder, Threshold

Independent OSINT research infrastructure

Berlin

2021—2025

B.A. International Relations

RANEPA, thesis graded Excellent

St Petersburg

2023—2025

English & TOEFL Coach

Individual instruction and exam preparation

Remote

What I use

  • Python / FastAPI
  • SQL / Postgres
  • React / web interfaces
  • OSINT collection
  • LLM-assisted pipelines
  • Network analysis

Languages

  • Russian Native
  • English C1 · TOEFL 111
  • German Working proficiency

04 / Writing

FIELD NOTES ON
POLITICS, DATA,
AND SYSTEMS.

05 / Contact

HAVE A HARD
INFORMATION
PROBLEM?

I’m open to research engineering, OSINT, risk intelligence, and collaborations where the problem is still messier than the brief.

ivan@evandrianov.pro