Ivasik RND LAB
EN RU
1.618 3.14159 0.577 2.71828 1.41421 0.6931 δ 4.669 γ 0.5772 φ
IVASIK RND LAB INDEPENDENT RESEARCH & DEVELOPMENT LABORATORY EST. 2026 · WORLDWIDE

We take apart problems no one has solved yet — and assemble working solutions.

SOLVE · ET · COAGULA

Applied research & development in AI, machine learning, and data. For teams whose problem has no known answer.

8+ YEARS OF INDUSTRIAL RESEARCH +12% CTR — LLM PIPELINE, A/B-TESTED 500+ PRACTITIONERS TRAINED
01 — THE FILTER

If the solution is known, you need an implementation team.
If it isn't — you need a laboratory.

We work where the answer is genuinely uncertain: where the cause is unclear, the method unproven, the outcome unknowable in advance. That uncertainty is not a risk to be hidden — it is the raw material. Everything else is engineering, and we will honestly tell you so.

WHY THE ALCHEMY? →

02 — THE METHOD FULL METHOD →

Every engagement runs through five operations. Each has a defined output. Nothing rests on inspiration alone.

03 — SERVICES
01 R&D Diagnostic A short, fixed-price study: is there a research problem here, and is it worth pursuing? The honest "no" is a deliverable too. 02 Contract R&D The full five-stage cycle, from research question to validated prototype — defined outputs at every stage. 03 Research Evidence Pack The documented trail of the research: hypotheses, experiments, versions, results. For audits, investors, grant bodies.
04 — OPUS IN FIERI OPEN THE JOURNAL ↗

A laboratory that only talks about method is a brochure. Ours keeps a journal.

Our own research in public: open questions, hypotheses — including the discarded ones — and results reported whether they confirm or refute.

OPUS 1 · STAGE II / SOLUTIO · ACTIVE
Silent lost customers

Why do customers with a failed contact attempt choose a competitor without ever telling the business?

−59% ERROR VS BASELINE FIG. 02 — FORECAST ERROR, LOWER IS BETTER BASELINE EXPERIMENT RUNS 01–14 · EVERY RUN RECORDED RESULTS ARE MEASURED, NEVER ASSERTED
05 — THE LABORATORY
PORTRAIT PENDING —
AS HE IS, NO STOCK

FIG. 01 — IVAN TIMAKOV, FOUNDER & LEAD RESEARCHER

The laboratory is young; its founder's experience is not.

Ivan Timakov — researcher and data scientist; 8+ years across banking, media, and technology. Scaled a process-mining audit practice at one of Eastern Europe's largest banks and trained 500+ employees in it; built an LLM headline-generation algorithm that lifted CTR by 12% in A/B testing; migrated regulatory stress-testing models at a central bank.

* Past engagements are the founder's professional experience, not this company's project history — we prefer that distinction stated plainly.

ABOUT THE LABORATORY →
LLMS · FINE-TUNING · RAG · SCIKIT-LEARN · CUDA · PYTHON · CLICKHOUSE · BIGQUERY · AIRFLOW · DBT · DOCKER · KUBERNETES · PROCESS MINING · LLMS · FINE-TUNING · RAG · SCIKIT-LEARN · CUDA · PYTHON · CLICKHOUSE · BIGQUERY · AIRFLOW · DBT · DOCKER · KUBERNETES · PROCESS MINING ·
06 — CONTACT

Begin.

Describe the problem — three sentences are enough. Tell us what is known, what is not, and what it costs you. We reply within two business days; if the problem isn't research, we'll say so at once, free of charge.

DISCUSS YOUR PROBLEM → 30-MINUTE PROBLEM REVIEW