AI/ML content strategy

Content strategy and growth for technical AI/ML audiences

I help AI companies explain complex products, build trusted technical content, and grow their audiences through repeatable editorial systems.

Available for content strategy, editorial systems, and selected technical content projects.

Valeriia Kuka
~65x

organic audience growth from fewer than 700 to 46,000 X (Twitter) followers in just over 2 years

4M+

impressions on a single X post on a founder's account

Yann LeCun

reshared my JEPA explainer

+98%

organic users in 9 months on the Learn Prompting website

Companies and teams I have worked with

DataTalks.Club
Learn Prompting
Turing Post
TheSequence
AI Shipping Labs
HSE

Selected work

Content systems, launches, and audience growth

A few projects where research, editorial judgment, and distribution came together.

Social Growth / Jan 2021 to Feb 2023

TheSequence Organic Social Growth

Growing a technical AI/ML newsletter's X (Twitter) account from fewer than 700 to 46,000 followers without paid promotion.

  • Social Strategy
  • X
  • LinkedIn
  • Newsletter Growth
View case study

Writing

Selected writing samples

Learn Prompting / Guide, Prompt Engineering / Sep 3, 2025

LLM Parameters Explained: A Practical Guide with Examples for OpenAI API in Python

Edited a practical guide to the key parameters that control LLM behavior: temperature, top-p, max tokens, frequency and presence penalties, and stop sequences, explaining how each one affects randomness, coherence, length, repetition, and novelty, with concrete examples using OpenAI's ChatGPT and API so you can reliably steer outputs from deterministic to creative.

Open sample