Hi, I'm @esupport,
Forward Deployed AI Engineer
who ships GenAI to production inside the customer: MCP + RAG + K8S
Work Experience
Forward-deployed approach: I embed with the customer team and run discovery → prioritization → delivery → adoption alongside stakeholders and engineering.
E-lli.com
AI Engineer, CTO, Co-founder
2025 - 2026
Self-reflection assistant: transforming psychology sessions into Vector DB, LLM + Fine Tune + RAG. Building AI that helps people understand themselves better.
Founder & Lead AI Engineer
2024 - 2025 · AI-powered Agency
- •AI Tool Insights — 16,000+ AI tools catalog, 100% retention, full AI development
- •PerfectSquad — Gaming traffic geo-research, 14,200 clicks, 9.59% CTR
- •SmartCourses — EdTech platform with university accreditation, 502 registrations
- •PII Removal — Fine-tuned RoBERTa for Ukrainian PII, 76-87% accuracy vs 14% AWS
- •offzmi — AI + MCP-browser niche discovery, 222 articles, $452 budget
- •GALA — Autonomous B2B lead gen agent, 85 calls/day peak, RoBERTa classifier
- •Advogram — ATS tools niche validation, $0.32 CPA, 6 weeks full-stack via AI
AI Tool Insights
Catalog of 16,000+ AI tools with auto-generation. 100% retention, full development via AI coding agents.
- Auto-generated catalog from multiple sources
- AI coding agents for full-stack development
- Astro + TypeScript for performance
- 100% user retention rate
offzmi
AI + MCP-browser found presentation niche. 222 articles, $452 budget, validated market signal.
- AI + MCP-browser for content generation
- 222 articles published
- $452 total budget
- Presentation niche validated
- Market signal confirmed
"Thank you for quick & cheap build product & promote to market!"
SmartCourses
EdTech platform with university accreditation. 502 registrations, AI-driven GTM strategy.
- University partnership & accreditation
- AI-driven GTM strategy
- 502 registrations achieved
- Prompt engineering for content
GALA
Autonomous B2B lead generation agent. 85 calls/day peak, RoBERTa classifier.
85 calls/dayView case study"Thanks a lot for building GALA from scratch!"
AVID Cloud Solutions (Hitachi, Japan)
Lead DevOps Engineer
2019 - 2023 · Cloud Infrastructure
Scalable cloud infrastructure GCP/AWS/Azure for AI/ML and Big Data workloads. Led 6 DevOps teams across multiple projects.
LLC Fortex Finance (Bahrain)
Senior Security Engineer
2017 - 2019 · FinTech
Secure banking infrastructure on AWS. 50K+ monthly transactions, PCI DSS Level 1 compliance. Built and maintained high-security payment processing systems.
Earlier Experience
InetPartners Group (France)
Geo-distributed payment infrastructure Asia/Europe/USA. DR: 6 hours → 15 minutes
IntWay World Corporation (USA)
Bare Metal Cloud for 60K+ websites. Costs: $67K → $12K/year
Envisionext Inc (USA)
34 Linux/FreeBSD servers, DDoS protection, cryptographic file integrity
Lawyer Agency Meta-Info (Ukraine)
Automated Liga:Zakon software distribution. Brainbench Bash: 4.8/5.0
Projects
bablo.bizIT-Sprout — Charity IT Education
Free DevOps training for Ukrainian veterans and single mothers. I serve as the foundation's Vice President
CF IT-SPROUT is a registered charity foundation in Ukraine. Its mission: give Ukrainian veterans and single mothers free IT education for remote work. As Vice President I lead the educational program and mentorship. Over 5 years — more than 5,000 graduates, despite the war.
Foundation Financial TransparencyTrained from scratch despite the war. Started with a pilot of 37 students five years ago
Contracts with over 30 partner universities across Ukraine
For every ₴100 donated, ₴80 goes directly to beneficiaries: scholarships, equipment, childcare, career placement
Learning by doing: theory is locked in immediately through hands-on homework. 100% hands-on
We operate under the Ministry of Social Policy, State Tax Service, and Ministry of Digital Transformation. Regular audits and reporting
Surplus funds are invested in reforestation of war-affected regions and clean energy for rural communities
PerfectSquad
Geo-location research of gaming traffic cost. 14,200 clicks, 9.59% CTR, cheap markets map.
GALA
Autonomous B2B lead generation agent, deployed at the customer. RoBERTa classifier, 85 calls/day peak, 90 active users.
esupport.org.ua
Interactive CV with AI-augmented SDLC. Built with modern stack, bilingual i18n, and automated SEO.
SmartCourses
EdTech platform with university accreditation. 502 registrations, AI-driven GTM strategy.
PII Removal
Fine-tuned RoBERTa for Ukrainian PII detection. 76-87% accuracy vs 14% AWS.
Advogram
ATS tools niche validation. $0.32 CPA, 6 weeks, full-stack via AI coding agents.
AI Tool Insights
Catalog of 16,000+ AI tools with auto-generation. 100% retention, full development via AI coding agents.
E-lli.com
In DevelopmentSelf-reflection assistant: psychology sessions → Vector DB + RAG. Helping people understand themselves better.
- ›Vector DB: Store and retrieve psychological insights from therapy sessions
- ›RAG: Context-aware responses based on personal history and patterns
- ›LLM: Natural language understanding of emotional states and growth
- ›Fine-tuning: Personalized model adaptation for individual reflection styles
Sharing
DevOps Workshops
Grow into DevOps. Professionally. it-sprout.org
6-Month DevOps Course
Free intensive online course: Linux, Docker, Kubernetes, CI/CD, Terraform, Ansible. 40 hours/week. Led by Andrey Rogovsky, Lead DevSecOps. 200+ registrations.
ODB Auto
ML-based license plate recognition for military checkpoints. Auto-verification via Opendatabot. 24 regions deployed.
Hatathon 4.0: Ukraine Heritage Edition
Expert mentor at creative-tech marathon for digitizing Ukrainian cultural heritage. 1600+ participants, 5000 EUR prize fund.
IT Sprout
Founder of IT Sprout — charitable paid internship program for IT newcomers. Virtual mentorship, real cases, remote work skills.
IT Sprout Educator
Social Impact · IT EducationFounded IT Sprout — charitable program for IT newcomers. 5000+ applications, 2500+ trained, focus on veterans and vulnerable groups. Goal: 100K participants by 2030.
Education
Acceleration Program
Startup acceleration and business development
Science & Business
Science commercialization and innovation
Online Mentor Science & Business
Mentorship in science-based startups
MSc in Engineering
Automation of Technological Processes
Postgraduate Studies (unfinished)
Automation and Control Systems
Certifications
Understanding the EU Cyber Resilience Act (CRA)
The Linux Foundation
Participant of Startup World Cup 2024: Ukraine
Startup World Cup
How to Start Your Own Business in Times of Uncertainty
Prometheus
Successful Startup: From Idea to Scaling
Prometheus
Open Science and Innovation in Ukraine 2022
EOSC Association