Dmytro Milinevych

Co-Founder

Raleigh, Durham, United States15 yrs 5 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Increased team output 4x through AI integration.
  • Reduced release cycles from 2 weeks to 1 week.
  • Accelerated revenue growth by 25% at Playtika.
Stackforce AI infers this person is a Fintech and Gaming QA leader with extensive experience in automation and team management.

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Skills

Core Skills

Product StrategyPhishing SimulationQa Strategy & LeadershipTest AutomationQuality AssuranceEngineering ManagementSoftware Testing

Other Skills

Security AwarenessSaaS DevelopmentAutomation ArchitectureRisk ManagementScriptingAI-Assisted TestingContinuous Integration (CI)Quality EngineeringAPI TestingAgile TestingTest Automation FrameworkJMeterJavaQuality ManagementCucumber

About

I build systems that change behavior — whether that’s engineering teams shipping faster, or employees learning to detect phishing attacks. Over 15 years in QA leadership across fintech, gaming, and enterprise tech, I’ve built testing functions from scratch, led teams of 30+ engineers, and driven measurable business outcomes: accelerating feature delivery that lifted daily revenue from $1.2M to $1.5M at Playtika, compressing release cycles from monthly to weekly at Emirates, and cutting regression effort by 90% at multiple organizations. At Deutsche Bank, I lead QA governance and automation strategy for the RFAS domain — self-directing initiatives that reduced release overhead by 30–40%, built the domain’s first unified BDD-based Test Management System, and cut release cycles from 2 weeks to 1. Most recently I integrated AI tooling that increased team output 4x and reduced test authoring time by 70%. I don’t wait for direction — I find the gaps, build the solution, and scale it across teams. Alongside my engineering leadership, I founded RiskDrop.ai — an AI-driven phishing simulation platform for SMBs. If you’re a CTO or Head of Security at a Series A–B startup, let’s talk: riskdrop.ai Open to Director of Quality Engineering / VP of QA opportunities — remote or NC-based. Core expertise: QA Strategy & Governance · Test Automation Architecture · AI-Assisted Testing · Release Engineering · Team Building · Fintech & Regulated Environments · BDD/Cucumber · CI/CD · Large Scale Scrum

Experience

15 yrs 5 mos
Total Experience
1 yr 11 mos
Average Tenure
2 yrs 7 mos
Current Experience

Riskdrop

Founder & Product Lead

Feb 2026Present · 2 mos

  • Founder & Product Lead — RiskDrop.ai
  • Building an AI-driven phishing simulation platform focused on SMBs (10–250 employees).
  • RiskDrop.ai enables companies to:
  • Generate realistic phishing simulations using AI
  • Personalize attack scenarios using company website & LinkedIn signals
  • Automatically trigger post-click micro-training
  • Track behavioral risk scores
  • Launch campaigns in one click
  • Core product philosophy:
  • Security must be simple.
  • Security must be measurable.
  • Security must drive behavior change.
  • Currently focused on:
  • One-click campaign launch
  • Automated simulation domain management (Pro feature)
  • Post-click adaptive training
  • Risk-based employee scoring
Product StrategyPhishing SimulationSecurity AwarenessSaaS DevelopmentAutomation ArchitectureRisk Management

Deutsche bank

AVP, QA Engineering Lead

Sep 2023Present · 2 yrs 7 mos · Cary, NC · Hybrid

  • Brought in to establish QA direction for the Market Risk domain (RFCS → RFAS). Operated as the de facto quality and delivery lead across multiple scrum teams, driving process transformation, tooling strategy, and release engineering — without formal direct reports, through cross-functional influence and self-initiated ownership.⁣
  • 𝐃𝐨𝐦𝐚𝐢𝐧-𝐥𝐞𝐯𝐞𝐥 𝐝𝐞𝐥𝐢𝐯𝐞𝐫𝐲 𝐨𝐰𝐧𝐞𝐫𝐬𝐡𝐢𝐩: Served as the primary QA and release lead for RFAS — one of four Market Risk services, each supported by ~5 scrum teams of 10–20 engineers. Accountable for integrating RFAS into the organization's unified delivery model and establishing release standards adopted across teams.⁣
  • 𝐑𝐞𝐥𝐞𝐚𝐬𝐞 𝐜𝐲𝐜𝐥𝐞 𝐜𝐨𝐦𝐩𝐫𝐞𝐬𝐬𝐢𝐨𝐧: Redesigned the RFAS delivery process end-to-end — what previously required the full team over 2 weeks now executes in 1 week by a single person, through full release automation and process standardization.⁣
  • 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐢𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: Built internal automation tooling that eliminated 1–2 days of manual work per release cycle. Introduced structured team rituals (retrospectives, release ceremonies, standups) that reduced release communication overhead by 30–40% and improved cross-team transparency.⁣
  • 𝐐𝐀 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐟𝐫𝐨𝐦 𝐬𝐜𝐫𝐚𝐭𝐜𝐡: Designed and deployed the domain's first BDD-based Test Management System (Cucumber-native, no third-party tools) — adopted as the unified test storage and reporting platform across multiple teams in RFCS.⁣
  • 𝐀𝐈-𝐥𝐞𝐝 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐠𝐚𝐢𝐧𝐬: Integrated LLM tooling into documentation workflows — increased team output 4x, reduced documentation time from 2–3 hours to ~20 minutes per cycle. Applied AI-assisted test case generation, cutting test authoring time by 70%.⁣
  • 𝐒𝐞𝐥𝐟-𝐝𝐢𝐫𝐞𝐜𝐭𝐞𝐝 𝐥𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩 𝐦𝐨𝐝𝐞𝐥: Every initiative above was identified, proposed, and delivered autonomously — no top-down mandate. Built the business case, secured stakeholder buy-in, and executed.
ScriptingAI-Assisted TestingEngineering ManagementTest AutomationContinuous Integration (CI)QA Strategy & Leadership+3

Career break

Relocation

Aug 2022Sep 2023 · 1 yr 1 mo · Atlanta, Georgia

Playtika

QA Technical Lead

May 2021Aug 2022 · 1 yr 3 mos · Minsk, Belarus · Hybrid

  • Led QA across two mobile gaming studios (Bingo Blitz, Board Kings) managing a team of 30 engineers across 5 scrum teams.
  • Bingo Blitz:
  • ∙ Accelerated feature delivery by 20% through UI automation, contributing to daily revenue growth from $1.2M to $1.5M (+25%)
  • ∙ Built automation coverage that enabled faster release cycles without increasing QA headcount
  • Board Kings:
  • ∙ Reduced regression team from 30 manual testers to 3 automation leads — cutting test cycle from 1 week to 1 day
  • ∙ Improved dev/QA ratio from 1:3–1:4 down to 1:2, reducing company QA spend by ~20%
  • ∙ Identified that 20% of QA headcount was redundant — restructured team without quality loss
  • Owned full people management: hiring, onboarding, mentoring, individual growth plans, PIPs, and performance reviews. Grew multiple engineers from Junior to Lead level.
Quality AssuranceEngineering ManagementAPI TestingAgile TestingTest AutomationContinuous Integration (CI)+4

Epam systems

3 roles

Software Quality Assurance Manager

Jan 2020May 2021 · 1 yr 4 mos

  • Schlumberger — API Testing Platform (QA Manager)
  • Joined as QA Manager to build the testing function from scratch — COVID shifted client priorities, and I pivoted to AQA Lead, personally driving all test automation while laying the groundwork for process maturity.
  • ∙ Hands-on automation lead: built and maintained the API test framework across a team of 5 automation + 4 manual engineers
  • ∙ Introduced reporting dashboards that gave the client direct visibility into quality metrics and work volume — turning QA from invisible to indispensable
  • ∙ Improved client communication and transparency to the point where the engagement expanded: secured a new $1M project for EPAM, on which I was promoted to QA Manager
  • ∙ Demonstrated that adaptability under constraints (COVID pivot, shifting priorities) is where process leadership matters most
Test Automation FrameworkJMeterSoftware TestingQuality AssuranceJavaEngineering Management+9

Software Quality Assurance Manager

Promoted

Oct 2018Dec 2019 · 1 yr 2 mos

  • Emirates — Traveler Experience Portal (QA Manager, Large Scale Scrum)
  • Built QA function from scratch across 4 scrum teams (4 QA Manual Leads, 4 QA Engineers, 4 AQAs + 1 AQA Lead for framework)
  • ∙ Negotiated and led $1M migration from Java to JavaScript test framework — reduced test execution time from 2 hours to 20 minutes and accelerated delivery from monthly to weekly releases
  • ∙ Achieved 100% UI automation coverage including pixel-perfect validation (padding, layout, visual regression)
  • ∙ Participated in $5M project SOW definition; presented QA strategy directly to client in workshops
  • ∙ Grew multiple QA engineers from Junior to Lead level
Test Automation FrameworkScriptingQuality AssuranceEngineering ManagementAPI TestingAgile Testing+8

Quality Assurance Lead

Jul 2018Oct 2018 · 3 mos

  • Emirates SSO
  • ∙ Established manual + automation testing from zero; conducted 2 client-facing QA workshops
Test Automation FrameworkScriptingQuality AssuranceEngineering ManagementAPI TestingAgile Testing+7

Deutsche bank

Senior Quality Assurance Automation Engineer

May 2017Nov 2017 · 6 mos

  • Participated in the creation of the framework to migrate from XML to Java autotests on the GBA project.
  • GBA is a growing strategic global middle office platform for the Bank. It's based on cutting-edge 'Axiom Platform' framework and consuming front office data for straight through trade processing. GBA providing booking and allocation services for Equities, Equity Derivatives and Prime Finance.
  • Responsibilities:
  • Prepare framework for migration regression tests from XML to Java tests;
  • Preparing, configuring and tests result investigation of CIT;
  • Specification analysis;
  • Test cases creation and supporting;
  • Test scenarios creation and validation;
  • Training and consulting manual team with new framework;
  • Working with bug tracker (Jira).
Test Automation FrameworkScriptingQuality AssuranceJavaAgile TestingCucumber+6

Neoflex

2 roles

Senior Quality Assurance Automation Engineer

Jan 2017May 2017 · 4 mos

  • Automated testing of integration solutions by Cucumber Framework creation for projects: Misys (integration for MIB)
  • Prepare Cucumber Framework for validation SOAP result with DB;
  • Prepare test plan using Cucumber Framework;
  • Training manual QA team for Cucumber Framework.
  • Golden Source (gui-based application):
  • Prepare Cucumber Framework for web application testing (Selenium WebDriver) and validation SOAP result with DB;
  • Training manual QA team for Cucumber Framework;
  • Configuring CI Jenkins;
  • Configuring CIT jobs (run autotests, prepare test report, notification).
  • Citadele bank (Drools Solution):
  • Prepare Cucumber Framework for validation etalon files with result
Test Automation FrameworkScriptingQuality AssuranceJavaAPI TestingAgile Testing+8

Senior Software Quality Assurance Engineer

Jun 2016Jan 2017 · 7 mos

  • Out-staff for NSPK.
  • Testing the communications of the national processing front-office system with Banks using MasterCard, Visa, MIR, JCB, AmEx and UnionPay protocols:
  • Communication with clients and working on-site;
  • Functional and regression testing of the processing systems;
  • Specification analysis;
  • Creating and updating test cases;
  • Manual testing using test cases and requirements;
  • Automatic testing using NATS (test cases in XML and Groovy) and VTS transaction simulators;
  • Managing the test environments via Putty and WinSCP (staring/shut downing, maintaining and administrating the system, working with logs, installing new releases);
  • Rising issues in Redmine/Jira bug tracker and retesting them after fix.
Test Automation FrameworkScriptingQuality AssuranceJavaAPI TestingAgile Testing+8

A1 systems

Head of Quality Assurance

Aug 2013Jun 2016 · 2 yrs 10 mos

  • Managing QA department: recruitment, training and consulting newbies, delegation of tasks in command;
  • Creating and updating documentation of QA department (Test Strategy, Test Plans, KPI, etc.);
  • Scope definition of functional, non-functional and automation testing;
  • Building up the processes of testing;
  • Integration of a TestLink app (setup and support) to the business processes;
  • Risk management of the SDLC;
  • and managing the automation testing process;
  • Issue (in YouTrack) management;
  • Implementation of the product on-site;
  • Reporting on the department and projects activities;
  • Designing and testing of java-card-applet solutions using the 3GPP (23.048, 11.11, 11.14) and Global Platform standards (version 2.2);
  • Testing of the gui-based applications (USSD, STK, DSTK, ICB, CBC, WEB, WAP-projects).
Quality AssuranceEngineering ManagementAPI TestingAgile TestingContinuous Integration (CI)QA Strategy & Leadership+5

Allied testing

Lead Quality Assurance Engineer

Jan 2010Jul 2013 · 3 yrs 6 mos · On-site

  • QA Engineer for LSE
  • Functional, regression and integration testing of the desktop trading applications;
  • Specification analysis;
  • Creating and updating test scenarios and test cases;
  • Manual testing using test cases;
  • Semi-automatic and automatic testing using Integrated Testing Environment (ITE) and Back-End System Tester (BEST) tools;
  • GUI based automatic test script creation (internal and client systems for automatic testing);
  • Managing the System: backend (via Putty staring/shut downing, maintaining the system, working with logs) and frontend (via GUI-application starting/shut downing the processes required for the operation of the system);
  • Working with bug trackers (JIRA, Abacus).
  • QA Leader for LSE Group (on projects Tullet, MIT DSG, BIT)
  • Specification analysis;
  • Creating and updating test cases via VeriFix;
  • Manual testing using test cases;
  • Semi-automatic and automatic testing using VeriFIX;
  • Managing the System: backend (via Putty staring/shut downing, maintaining the system, working with logs) and frontend (via GUI-application starting/shut downing the processes required for the operation of the system).
  • QA Leader for Deutsche Bank (RPL Domen – MRIT and Flow Risk, TLC Domen - Volker rule)
  • Specification and manual test cases analysis;
  • Drafting of estimates for automation;
  • Improving the process of automation;
  • Knowledge transition;
  • Creating and updating test cases via QTP (using VBS);
  • Regular status and progress reporting for Functional Testing Preparation and Execution; End of phase reports preparation;
  • Delivery of the test case library;
  • Delegation of tasks in command;
  • Test procedures delivery
  • Test preparation delivery;
  • Lifecycle and Quality Management tools set-up;
  • Input for Testing Strategy and Plan documents;
  • Working with bug trackers (JIRA).
Software TestingScriptingQuality AssuranceAgile TestingCucumberContinuous Integration (CI)

Education

Donetsk Institute for Marketing and Social Policy

Master of Computer Applications - MCA — Software Engineer for Computer Hardware and Automated Systems.

Sep 2004Jul 2009

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