Founder

Oleksii Slieptsov

Founder · Principal Architect – Treasury, Liquidity & Risk Systems

Nineteen years inside Tier-1 treasury and liquidity, including continuity through the 2022 invasion. Then he built the deterministic math to remove its slowest bottleneck, and published it as SSRN working papers.

Oleksii Slieptsov, Founder and Principal Architect of Scientific Analytics Alliance

Overview

Built from treasury operations, not from a pitch deck.

SAA Alliance was founded on a problem its founder lived at national scale: institutional risk runs on Monte Carlo, and Monte Carlo is too slow, too costly, and too hard to reproduce for the decisions that matter most.

01Tier-1 treasury operator

Nineteen years inside Tier-1 treasury operations, with senior leadership beginning in 2014.

02Wartime continuity

Maintained uninterrupted liquidity operations through the 2022 invasion and wartime disruption.

03Deterministic method

Formalised deterministic risk compute to remove the Monte Carlo bottleneck in institutional workflows.

04Published as working papers

The work is public on SSRN under his own name, with 16 working papers and 9 highlighted below.

160/160 · REVIEW_ONLY. The kernel behind the method matched a 100-million-path reference 160/160 in August 2026 – review-only, evidence public.

Team

Specialists around one evidence discipline.

SAA keeps team biographies concise and role-bound: institutional outreach, digital-asset risk, technical diligence and claim boundaries remain tied to the evidence stack.

Sergiy Yevtukh, Business Development and Partnerships at Scientific Analytics Alliance
Business Development & Partnerships

Sergiy Yevtukh

Business strategy · institutional partnerships · market development

Leads business development, institutional partnerships and market expansion. Coordinates engagement with financial institutions, strategic partners and prospective clients.

Kyrylo Pavliukevych, Head of Digital Asset Risk at Scientific Analytics Alliance
Head of Digital Asset Risk

Kyrylo Pavliukevych

Market structure · adversarial stress-testing · liquidity risk · cascade-risk analysis

Kyrylo’s focus is the gap between how risk models describe markets and how markets actually fail: liquidity that disappears at the moment it is priced, correlations that converge under stress, and cascade paths that standard metrics do not see.

Trajectory

A narrow operating history, carried into infrastructure.

The founder biography matters because the product is not a generic analytics dashboard. It is a control discipline built from treasury, liquidity, cash logistics and crisis continuity.

2005Treasury Operations, PrivatBank

Ukraine’s largest systemically important bank.

2014Head of Interbank Cash Operations and NBU Cash Transactions Department, PrivatBank JSC CB

64-person division · 30+ regional cash centers.

2022Wartime liquidity continuity

Uninterrupted national operations through extreme disruption.

2024Founded Scientific Analytics Alliance

Deterministic risk infrastructure.

2026Scientific Analytics Alliance Inc.

ARIN22 acceptance battery closed 160/160 (review-only).

Research

Published as SSRN working papers.

The deterministic risk-compute method behind the ARIN22 deterministic kernel is distributed as SSRN working papers under the founder’s name.

Method

01
DRCET-1: Deterministic Risk-Compute Equivalence Test

A Sampling-Resolution-Bounded Equivalence Benchmark for Institutional Risk-Compute Engines

02
Deterministic Risk-Compute Equivalence Testing for Path-Dependent Functionals and Factor Attribution

Merged DRCET-2/3 · SSRN 7333578 · distributed · Aug 2026

03
Fail-Closed Release Gates for Numerical Operator Claims: Certificates, Observed Order, and Spectral Domains in Risk Computation

DRCET-4 · SSRN 7334058 · distributed · Aug 2026

04
Adaptive Stress Testing via Operator Splitting: A Multi-Operator Framework for Coupled Physical-Financial Risk Dynamics

SSRN 6749279 · distributed · May 2026

05
Low-Latency Stress Testing for AI-Integrated Macro-Financial Risk: An Operator-Splitting Framework with Adaptive Error Calibration and Ontological Safety Controls

SSRN 6749503 · distributed · May 2026

Control and domain

06
Validating a Shared Deterministic Risk Kernel Across Two Peer Institutional Control Planes

Backtest Evidence from Rolling-Window Validation and Cross-Product Implications for Risk-Decision and Company-Workflow Applications

07
From Buffer Heuristics to Governed Tail Risk

A Supervisory Analytics Framework for Delegated Cash Custody Networks

08
Resilience of Ukraine’s Banking Liquidity Infrastructure

The Impact of Migration Shocks (2013-2023)

09
Transition from Traditional to Hybrid Cash Operations Management in Banking

A System Dynamics Approach

16 SSRN working papers – 9 highlighted above; full list on SSRN · as of Aug 2026

Verify: SSRN author page · ORCID 0009-0003-8242-2484 · acceptance evidence in the public data room →

Credentials

Only the defensible signal.

CFA CBDA NVIDIA Inception Member

CBDA: Certified Big Data Analyst. CFA can be checked through the CFA Institute member directory; NVIDIA Inception links to the public program page.

19years Tier-1 banking
64person division led
30+cash centers
> $50Minterbank flows / day

Channels

Founder-direct diligence.

Request the founder dossier: long-form bio, CV, due-diligence references and a 1:1 briefing.

Dossier

Request the founder brief.

Long-form founder bio, CV, press kit, speaker context, investor diligence references or a 1:1 meeting schedule.

Request founder brief →
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