Pavel K.-Senior Business & Industry Expert / AI Domain Expert & Evaluator
Check rate
Experience
Independent AI Domain Expert / Contractor
Mercor Intelligence
Independent expert contributor supporting AI model development, data annotation and evaluation through application of professional and cross-domain knowledge.
- AI Model Evaluation: Evaluates AI-generated responses and outputs using domain knowledge, professional judgment and task-specific evaluation criteria.
- Expert Reasoning: Applies 20+ years of business, technical and international-market experience to assess the accuracy, relevance, completeness and practical applicability of AI-generated content.
- Multi-Domain Evaluation: Contributes across business, B2B sales, business development, market research, industrial technology and related specialist domains.
- Quality Assessment: Identifies factual errors, unsupported assumptions, inconsistencies and commercially or technically impractical recommendations in AI-generated responses.
- Expert Feedback: Provides structured expert feedback to support improvement of AI model performance and reliability.
- AI Training Tasks: Performs project-based AI training and evaluation assignments requiring careful adherence to task-specific instructions, quality standards and evaluation criteria.
- Reference Answers: Assesses expert-level answers according to defined quality criteria.
- Evaluation Criteria: Applies structured rubrics to assess AI responses consistently.
Founder & CEO
WaveSpark Green Marine Energies
Founder and CEO of an early-stage marine renewable energy startup focused on environmentally responsible energy generation, developing a modular hybrid wave, solar and wind platform designed to minimize marine pollution and support sustainable coastal energy solutions.
- Leading the development of a modular hybrid marine renewable energy platform combining wave, solar and wind energy for nearshore and coastal applications.
- Driving business strategy, technology commercialization, market research and international business development
- Coordinating multidisciplinary engineering and research activities, including hydrodynamic modelling, system optimization and technology validation.
- Developing partnerships with research organizations, technology providers, potential customers and investors in green energy
- Applying a capital-efficient, modular design approach to support scalable deployment in ports, marinas and coastal communities.
Oil & Gas Business Development Partner
RPI Inc. — B2B Communication & Consulting Department
Prominent B2B communications, corporate marketing and corporate strategy consulting agency active in the Eastern Europe and Central Asia regions
- Contributed to strategy development and corporate marketing projects across the oil & gas value chain, from exploration and offshore services through pipeline operation, refining and downstream products.
- Supported development of business and marketing strategies, including market positioning, customer analysis, product strategy and identification of commercial opportunities
- Worked on projects covering oil exploration, offshore services, pipeline operations, refining and downstream products, requiring analysis of different market structures, customers, competitors and business model
- Contributed to business organisation and corporate development projects, analysing organisational structures, business processes and opportunities for improved commercial performance
- Prepared and supported client-facing business materials, market analyses, strategic recommendations and corporate communications
- Worked with technical, commercial and management-level information, translating complex industry issues into structured business and strategic analysis
- Participated in B2B consulting assignments involving communication with industrial stakeholders and analysis of client requirements, market conditions and business opportunities
Business Development Manager EMEA
APL GmbH
European independent mobility R&D and testing organization working with industrial and institutional clients to EMEA business development manager covering lubricants, fuels, powertrains, e-powertrains & emerging mobility.
Scope: International business development / B2B sales / market entry / market research / automotive and mobility R&D / testing services / lubricants / fuels / powertrains / emerging mobility
- Developed business across multiple international markets, including CIS, Israel, SE Asia, India and the Gulf states, taking market-development activities from initial prospecting through customer acquisition and contract development.
- Built relationships with senior decision-makers at automotive OEMs and Tier 1 suppliers, oil companies, lubricant manufacturers and other industrial organizations.
- Conducted market and customer research to identify commercial opportunities, target segments, competitive positioning and potential partners.
- Developed and implemented go-to-market strategies for new products and technical services in unfamiliar and emerging markets.
- Contributed to market-entry activities for development and testing services for eVTOL, drone, drone e-motors and micro gas turbines development and testing services, including market assessment, customer requirements analysis, technical positioning and business-development strategy.
- Managed multiple international projects simultaneously, coordinating customers, technical specialists, external partners and management across Europe, Eastern Europe, the Gulf, Israel, India, Japan and Southeast Asia.
- Translated complex technical capabilities into commercially understandable value propositions, customer presentations, proposals and marketing materials.
- Prepared and coordinated tenders, commercial proposals, contracts and customer documentation.
- Managed contract negotiations and commercial discussions involving technically complex products and services.
- Worked at the intersection of engineering, R&D, testing, commercial strategy and customer requirements, requiring assessment of both technical and business considerations.
- Coordinated regulatory and operational requirements involving dual-use matters, export controls, international sanctions, dangerous-goods logistics and complex cross-border transactions.
- Developed marketing strategies for CIS, Middle Eastern and Asian markets, including industrial press content, seminars, conference presentations, advertising and localized marketing materials.
- Maintained long-term relationships with senior management and technical decision-makers across international industrial markets.
Representative in CIS / Business Development
Rohmax Additives GmbH (later Evonik Additives GmbH, Evonik AG)
Global lubricant-additive business serving lubricant manufacturers and industrial customers
AI Training Value - deep technical domain knowledge in chemical technology and regulatory issues including REACH, chemical safety, security & logistics, ideal for AI evaluation in plant management, chemical production & sales
- Built the CIS business from an initial one-product/one-customer position to €8 million annual sales.
- Expanded the product portfolio across major lubricant manufacturers in Russia and CIS markets.
- Introduced and commercialized multi-grade gear and hydraulic lubricant technologies in the CIS market.
- Conducted customer and market analysis to identify opportunities, target companies, competitive positions and product-development requirements.
- Managed complex technical B2B sales involving lubricant formulation, additive technology, performance requirements and customer testing.
- Coordinated joint product-performance testing and development projects between customers, technical specialists and laboratories.
- Managed tenders, commercial negotiations and contract development with major industry customers.
- Developed and executed B2B marketing programs including technical seminars, industrial press articles, presentations and localized marketing materials.
- Worked at the intersection of chemical R&D, product performance, customer requirements and commercial strategy.
- Developed long-term relationships with senior management and technical decision-makers throughout the lubricant industry.
Additional Management Responsibility:
Was nominated to a CEO position at a regional chemical production facility in CIS during restructuring following bankruptcy and acquisition by Evonik AG. Responsibilities included:
- Personnel and operational management;
- Quality management;
- Safety and emergency-response procedures;
- Coordination of chemical-spill response;
- Interaction with law enforcement and authorities;
- Operational continuity and production quality;
- Waste management.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Energy, Aerospace and Defense, Automotive, Chemical, Manufacturing, and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Marketing, Sales, Project Management, Strategy, Product Development, and Quality Assurance.
Summary
AI domain expert and independent contractor with current experience supporting AI model development and evaluation, backed by 20+ years of international B2B business, market research and technical-commercial experience, technical-commercial evaluation and international project management.
Built new businesses and entered previously undeveloped markets in Europe, CIS, Israel, India, the Gulf and Southeast Asia, working with major automotive OEMs and Tier 1 suppliers, oil and lubricants companies, and other companies and technological partners like scientific and research institutions.
Experienced in analyzing complex business situations, identifying market opportunities, evaluating competitive landscape, developing GTM strategies, interpreting technical and regulatory information, negotiating contracts and coordinating multi-stakeholder international projects.
Experienced in AI evaluation and expert-judgment work requiring business experience, structured reasoning, research, factual assessment, commercial judgment and precise written communication.
Available for AI model evaluation, expert annotation, response grading, reference-answer development, business reasoning, market-research evaluation, sales and marketing evaluation, strategic analysis and generalist knowledge tasks.
- Built an €8 Million CIS Business: Developed a lubricant-additive business from an initial one-product/one-customer position to approximately €8 million annual sales, expanding the portfolio across major lubricant manufacturers.
- Developed Multiple International Markets: Established business opportunities and customer relationships from low or zero initial market presence across CIS, Israel, India and Gulf markets.
- Developed Emerging-Technology Market Strategy: Contributed to market-entry and go-to-market strategy for eVTOL and commercial drone testing services, combining technology assessment, customer analysis and commercial positioning.
- Built Technical-Commercial Partnerships: Developed long-term relationships between European engineering/technology organizations and major international OEMs, oil companies, lubricant manufacturers and industrial customers.
- Managed Complex Cross-Border Projects: Coordinated international projects involving technical specialists, commercial teams, customers and external partners across multiple regions and cultures.
- Managed Industrial Crisis / Restructuring: Held management responsibility during the restart and restructuring of a chemical production operation following bankruptcy and acquisition, including personnel, safety, security and emergency-response responsibilities.
Skills
Business & Commercial Reasoning
- Complex B2b And Enterprise Sales
- Full Sales-Cycle Management
- Business Development From Zero-Market Entry
- Customer Analysis And Segmentation
- Value Proposition And Usp Development
- Pricing And Commercial Strategy
- Tender And Contract Management
- Technical-Commercial Decision-Making
- Executive And C-Level Customer Relationships
Market Research & Competitive Intelligence
- Market-Entry Analysis
- Primary And Secondary Research
- Customer Profiling And Segmentation
- Competitor Analysis
- Industry And Technology Assessment
- Commercial Opportunity Identification
- Cross-Border Market Intelligence
- Go-To-Market Strategy Development
International Business
- International Multi-Stakeholder Projects
- Corporate Advisory & Consulting On Product & Strategy
- Budget, Schedule And Risk Coordination
- Technical-Commercial Project Development
- Tender Preparation And Contract Execution
- Coordination Of Distributed International Teams
- Communication Between Technical, Commercial And Executive Stakeholders
Marketing & Communications
- B2b Marketing Strategy
- Market Positioning
- Usp And Value-Proposition Development
- Technical Marketing
- Industrial Press And Content Management
- Technical Seminars And Conference Presentations
- Customer-Facing Commercial And Technical Documentation
Regulatory & Commercial Compliance
- International Trade And Contracting
- Tender Documentation
- Dual-Use And Export-Control Requirements
- International Sanctions Compliance
- Dangerous-Goods International Logistics
- Chemical-Industry Regulatory Requirements
Technical-Commercial Domain Knowledge
- Automotive And Mobility
- Oil & Gas Technology From Exploration To Sales
- Lubricants And Lubricant Additives
- Fuels And Powertrain Technologies
- Mobility Concepts, Testing And R&D
- Uav And Evtol Markets
- Marine Technology
- Clean-Energy Technologies
- Defense-Related Industrial Markets
Standards & Technical Writing
- Expertise In Relevant Astm, Cec, Din, Iso, Iec Standards
- Writing Precise Technical & Commercial Documentation
- Compelling Commercial Presentations (Powerpoint) And Documentation (Microsoft Word, Microsoft Excel)
Core Professional Strengths
- Ai Generalist: Broad Technical & Commercial Knowledge Across Engineering, Business And Sales, Logistics, Regulation. Ability To Evaluate & Generate Responses Across Diverse Domains.
- Commercial Judgment: 20+ Years Making Technical-Commercial Decisions In Complex B2b Environments.
- Research And Analysis: Extensive Experience Assessing Markets, Customers, Competitors, Technologies And Commercial Opportunities.
- Structured Reasoning: Ability To Break Complex Business Problems Into Requirements, Assumptions, Alternatives, Risks And Practical Conclusions.
- Cross-Cultural Communication: Extensive Experience Working With Customers, Partners And Distributed Teams Across Multiple Regions And Business Cultures.
- Technical-Commercial Translation: Ability To Understand Specialized Technical Information And Translate It Into Commercially Relevant Conclusions For Decision-Makers.
- Real-World Applicability: Strong Focus On Whether A Theoretical Recommendation Can Actually Work Under Commercial, Technical, Regulatory And Operational Constraints.
Languages
Education
MSU
BA · Business & Marketing
During my Bachelor's degree in Business and Marketing at MSU, I developed a foundation in marketing principles, market research, market analysis, business strategy and commercial communications. I learned to analyze markets and customer needs, evaluate competitive environments, identify business opportunities and develop marketing strategies. Combined with 20+ years of international business development experience this allows me to apply analytical and strategic thinking to market entry, competitive intelligence, B2B sales and business development.
Statistics
Experience
Global experience
Expertise
Qualifications
Frequently asked questions
Have questions? Find more information here.
Pavel is based in Skopje, North Macedonia and can operate in on-site, hybrid, and remote work models.
Pavel speaks the following languages: Russian (Native), English (Advanced).
Pavel has at least 28 years of experience. During this time, Pavel has worked in at least 5 different roles and for 5 different companies. The average length of individual experience is 6 years and 7 months. Note that Pavel may not have shared all experience and actually has more experience.
Based on recent experience, Pavel would be well-suited for roles such as: Independent AI Domain Expert / Contractor, Founder & CEO, Oil & Gas Business Development Partner.
Pavel's most recent position is Independent AI Domain Expert / Contractor at Mercor Intelligence.
In recent years, Pavel has worked for Mercor Intelligence, WaveSpark Green Marine Energies, RPI Inc. — B2B Communication & Consulting Department, and APL GmbH.
Pavel is most experienced in industries like Energy, Aerospace and Defense, and Automotive. Pavel also has some experience in Chemical, Manufacturing, and Information Technology.
Pavel is most experienced in business areas like Marketing, Sales, and Project Management. Pavel also has some experience in Strategy, Product Development, and Quality Assurance.
Pavel has recently worked in industries like Energy, Aerospace and Defense, and Automotive.
Pavel has recently worked in business areas like Marketing, Sales, and Project Management.
Pavel holds a Bachelor in Business & Marketing from MSU.
Pavel is immediately available full-time for suitable projects.
Daily rate distribution
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Average rates for similar positions
Rates are based on recent contracts and do not include FRATCH margin.
The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 23 Oct 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
Similar freelancers
Discover other experts with similar qualifications and experience
Jason S.
Kiril K.
Normann G.
Oliver J.
Christian W.
Dirk V.
Kęstutis L.
Deborah P.
Nils L.
Lilli S.
Experts recently working on similar projects
Freelancers with hands-on experience in comparable project as a Independent AI Domain Expert / Contractor
Ilya A.
Gvantsa K.
Recep M.
Sachie T.
Danylo K.
Monica C.
Alexandra J.
Philipp G.
Anton K.
Claudia H.
Nearby freelancers
Professionals working in or nearby Skopje, North Macedonia
Aleksandar P.
Martin D.
Naumche S.
Sonja L.
Silvija G.
Kujtim R.
Maksim T.
Ivona G.
Iskra J.
Borjanka F.
