Gvantsa K.-Strategic Project Manager | MPA | Defense & Security Expert | €M+ Initiatives | AI Trainer | Digital Content Innovator
Check rate
Experience
AI Model Trainer (LLM Training & Evaluation)
Micro1 | Mercor Intelligence | Ethos
- Creating, analyzing and comparing complex AI outputs for logic, factual grounding, bias, and ethical implications and providing structured feedback.
- Applying domain expertise to strengthen model reasoning across policy, management, economics and public sector topics.
- Creating rubrics-based evaluation frameworks
- Evaluating and grading AI outputs based on content quality, UI, aesthetics, and Power Point presentation quality.
Project Officer
NATO Liaison Office in Georgia (NLO)
- Led project implementation and stakeholder coordination across NATO HQ, government entities, and embassies, overseeing reporting and procurement.
- Contributed in-depth analysis and insights to Georgian politics section of NLO's report.
Project Supervisor
NSPA
- Conducted in-country monitoring of two projects' (€9M) compliance and effectiveness.
- Provided regular reporting to NSPA, ensuring visibility of field activities.
- Part-time
- Remote
Project Manager
NATO Support and Procurement Agency (NSPA)
- Led delivery of 5 NATO Trust Fund projects, combined value above €5M.
- Coordinated partnerships between NATO, government entities, and embassies.
- Monitored political and economic developments across Georgia and the region, delivering reports and assessments to support strategic decision-making.
- Collaborated with NATO and Ministry of Defense on public diplomacy initiatives.
- Represented NSPA at high-level meetings to ensure effective stakeholder engagement.
Adviser to Minister of Finance
Ministry of Finance of Georgia
- Coordinated strategic partnerships with International Financial Institutions, line ministries
- Drafted official presentations and speeches for the Minister.
- Coordinated preparation of the Strategic Plan of the Ministry and Revenue Service, ensuring alignment with national priorities.
AI Trainer
Mercor Intelligence
- Creating, analyzing and comparing complex AI outputs for logic, factual grounding, bias, and ethical implications and providing structured feedback.
- Applying domain expertise to strengthen model reasoning across policy, management, economics and public sector topics.
- Creating rubrics-based evaluation frameworks
- Evaluating and grading AI outputs based on content quality, UI, aesthetics, and Power Point presentation quality.
Public Relations Manager
Georgian Investment&Consulting Corp
- Delivered weekly political-economic briefings and organized media outreach.
- Built relationships with government and international stakeholders.
Journalism & Media (Multiple Roles, including Economic Editor)
24 Hours, daily
- Led coverage of Georgian economy; supervised team of 6 newspaper journalists.
- Developed expertise in editorial standards, fact-checking and communicating complex issues to audience.
- Produced in-depth economic and political analysis; deputized economic editor.
- Covered domestic politics, economics, and international relations for TV and Radio
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology, Aerospace and Defense, Government and Administration, Media and Entertainment, and Banking and Finance.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Quality Assurance, Project Management, Procurement, Research and Development, and Marketing.
Summary
Strategic Program Manager, Defense and Security Expert with 20+ years of experience leading multi-million-euro initiatives for NATO, international organizations, and government institutions. Skilled in managing cross-sector projects, optimizing performance with KPIs, and driving strategic partnerships. Experienced in stakeholder engagement, political analysis and public diplomacy. Recently expanded into applied AI and large language model (LLM) training, providing domain expertise to improve models of top AI labs.
Skills
- Project Life-Cycle Management
- Capacity Building
- Risk Management
- Program / Operations Management
- Stakeholder Engagement
- Analytical Reporting
- Public Diplomacy
- Open Source Research
- Political Analysis
- Chatgpt
- Notebook Lm
- Canva
- Trello
- Ms Office
- Powerpoint
- Sharepoint
- Ms Teams
- Zoom
- Slack
Languages
Education
New York University
Master of Public Administration · Public Administration · New York, United States
Georgian Institute of Public Affairs
Master of Public Administration · Public Administration · Tbilisi, Georgia
Georgian Technical University
Bachelor of Science, Diploma with Honors · Computer Science and Information Technologies · Tbilisi, Georgia
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Gvantsa is based in Tbilisi, Georgia.
Gvantsa speaks the following languages: Georgian (Native), English (Advanced), Russian (Advanced).
Gvantsa has at least 27 years of experience. During this time, Gvantsa has worked in at least 8 different roles and for 8 different companies. The average length of individual experience is 3 years and 4 months. Note that Gvantsa may not have shared all experience and actually has more experience.
Based on recent experience, Gvantsa would be well-suited for roles such as: AI Model Trainer (LLM Training & Evaluation), Project Officer, Project Supervisor.
Gvantsa's most recent position is AI Model Trainer (LLM Training & Evaluation) at Micro1 | Mercor Intelligence | Ethos.
In recent years, Gvantsa has worked for Micro1 | Mercor Intelligence | Ethos, NATO Liaison Office in Georgia (NLO), and Mercor Intelligence.
Gvantsa is most experienced in industries like Information Technology, Aerospace and Defense, and Government and Administration. Gvantsa also has some experience in Media and Entertainment and Banking and Finance.
Gvantsa is most experienced in business areas like Information Technology, Quality Assurance, and Project Management. Gvantsa also has some experience in Procurement, Research and Development, and Marketing.
Gvantsa has recently worked in industries like Information Technology, Aerospace and Defense, and Government and Administration.
Gvantsa has recently worked in business areas like Information Technology, Quality Assurance, and Procurement.
Gvantsa holds a Master in Public Administration from New York University, a Master in Public Administration from Georgian Institute of Public Affairs and a Bachelor in Computer Science and Information Technologies from Georgian Technical University.
Gvantsa is immediately available part-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 26 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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