Product Leader · Entrepreneur · Technologist

George
Mishchenko

Pragmatic product leader with 15+ years shaping products at the intersection of strategy, technology, and human needs — from startups to enterprise scale.

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15+
Years Experience
5
Industry Verticals
95%
Delivery Rate

Building products that matter

A pragmatic product manager who brings over 15 years as a co-founder of successful engineering and system integration companies. Experience spans innovative startups to mid and large-scale enterprise products.

Specializing in product management, strategic leadership, market research, data-driven marketing, and business analysis — all underpinned by a strong technical background and an appetite for AI/ML innovation.

From improving AI model accuracy from 60% to 91%, to launching secure messengers serving 2,000+ daily users — the focus is always on measurable, outcome-oriented results.

Product Strategy

Vision and roadmap development from discovery through delivery, translating business objectives into actionable product backlogs.

AI & Machine Learning

Hands-on experience launching AI/ML features, improving model accuracy, and driving LLM tool adoption across organizations.

Technical Leadership

Strong engineering background enabling productive collaboration with distributed, cross-functional technical teams.

Market Research

Data-driven customer insights and market analysis to identify growth opportunities that lead to quantifiable value.

Business Leadership

Serial entrepreneur and co-founder of multiple engineering and system integration companies. Proven ability to build organizations from the ground up, manage client relationships at the executive level, and drive strategic partnerships — including leading OpenEHR conference series that elevated company visibility industry-wide. Skilled at aligning cross-functional, cross-cultural distributed teams around shared goals and delivering outcome-driven results.

Career

Professional Journey

2020 – Present

Product Manager

EPAM Systems

Working on complex products from vision and strategy to discovery and delivery with top-tier clients across multiple industries. Communicating the 'why' behind products across technical and non-technical audiences.

Product Strategy AI/LLM Tools Cross-functional Teams Agile
2016 – 2019

Senior Product Consultant

Sole IT

Launched a secure messenger for Android as part of a B2B Hardware-as-a-Service project with over 2,000 daily users. Led experimental AI/ML features that increased inbound traffic by 30%.

B2B SaaS Mobile Apps AI/ML Features
2010 – 2018

Co-Founder & Product Leader

Infinnity Solutions

Co-founded and built an engineering and system integration company focused on healthcare IT. Managed relationships with OpenEHR foundation leaders and organized conference series, driving industry recognition and partnerships.

Healthcare IT EHR Systems OpenEHR System Integration
2004 – 2018

Co-Founder & Sales Director

Proxy Service Ural

Co-founded and scaled the company across 4 new regions, increasing market share by 35%+. Built and managed a sales department of 10 people, partnered with leading international vendors, and devised new product offerings adapted to market needs.

Entrepreneurship Business Strategy Product Launch Market Expansion
2001 – 2004

IT Solutions Specialist

DataKrat

Delivered retail and restaurant automation projects including point-of-sale systems and software installation. Coordinated timelines with customers and ensured successful project delivery.

Project Management Retail Automation Business Analysis
Results

Measured Impact

95%
Delivery rate across complex product portfolios
61→91%
GenAI model accuracy improvement driving $30M in projected savings
+30%
Inbound traffic increase from experimental AI feature launch
2,000+
Daily active users on launched B2B secure messenger
Domains

Industry Expertise

01 Healthcare
EHR Systems Interoperability Medical Devices
02 Finance
Data Analytics Business Intelligence Quant Strategies Stocks/ETFs
03 E-Commerce
Marketplaces B2C Platforms Growth
04 Hospitality
Property Management Systems Guest Experience Electronic Locks
05 Restaurants
Operations POS Systems Digital Ordering
Selected Work

Case Studies

AI/ML · GenAI · Fintech

GenAI-Powered Contract Parsing for Corporate Finance

Led product management for a GenAI document intelligence initiative at a major technology company, replacing manual contract parsing with automated extraction — driving $30M in projected annual savings and improving model accuracy from 61% to 91%.

$30M annual savings · 61% → 91% accuracy · GenAI document parsing · Production pilot
B2B · Mobile

Launching a Secure Messenger for 2,000+ Daily Users

End-to-end product ownership of a privacy-first Android messenger within a B2B Hardware-as-a-Service offering — from requirements through launch.

2,000+ DAU · B2B launch · Privacy-first architecture
Growth · AI Features

Driving 30% Inbound Traffic Growth with AI

Designed and shipped experimental AI/ML features to differentiate in a crowded market, resulting in measurable organic traffic uplift.

+30% inbound traffic · Competitive differentiation · Data-validated
Healthcare · OpenEHR

Building Industry Presence Through Conference Leadership

Organized and led an OpenEHR conference series as co-founder, building foundation-level relationships and positioning the company as a recognized player in healthcare IT.

Industry recognition · Strategic partnerships · Foundation relationships
AI/ML · HealthTech · Wearables

AI-Powered Blood Pressure Monitoring Platform (MVP)

Defined MVP for an AI-driven vascular health platform using wearable BPM devices, establishing use cases, a Now-Then-Later roadmap, and AI/ML classification model enablers to replace legacy monitoring solutions.

MVP definition · AI/ML classification · Wearable BPM · Now-Then-Later roadmap
Healthcare · Platform · Mobile

Healthcare Platform for Consumer Access & Engagement

Delivered foundational platform capabilities — Health Coaching, Communications, Survey Service, and Education Hub — to improve consumer access and health outcomes for a leading pharmacy and healthcare services provider.

End-to-end delivery · Consumer engagement · Health Coaching & Education Hub
Cloud · Healthcare · AI/ML

API-First Product Discovery for Cloud Migration in Healthcare

Led API-first product discovery for a cloud migration initiative at a leading healthcare technology company, defining product objectives, event-driven data fabric requirements, and ERP integration points for AI/ML capabilities.

Cloud migration · API-first discovery · Event-driven AI/ML data fabric · Cross-functional leadership
AI/ML · TaxTech · Content Strategy

Tax Research Modernization Platform with AI/ML

Led product ownership for a tax research modernization program, driving the digital transformation from legacy content management to a Content-as-a-Service platform with integrated AI/ML capabilities, ontology-defined data models, and refined classification models.

Content-as-a-Service · AI/ML integration · Ontology design · Data model modernization

Let's Build
Something Great

Open to conversations about product leadership, AI-driven innovation,
and building teams that deliver exceptional results.