Sergei K.
Product Owner @No Cap
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WORK HISTORY
Product Owner @No Cap
No Cap is an AI-native accelerator for founders and investors. The core product is a multi-agent system that autonomously builds relationships with users through personalized AI conversations.• Architected LLM-powered multi-agent system with the engineering team — prompt engineering, RAG pipelines, vector databases, and memory at scale• Defined OKRs and KPIs (retention, engagement, match quality); scaled to users with 80% 30-day and 55% 60-day retention• Increased onboarding success rate by 50% through customer journey mapping and iterative A/B testing• Developed AI safety strategy: guardrails, policy tracking, and model evaluation across simultaneous conversations• Facilitated platform\'s first $100K investment; owned GTM for founder acceleration program (600+ participants)
EDUCATION
University of London
Bachelor's degree, Economics and Finance
Higher School of Economics
Bachelor's degree, Economics
The London School of Economics and Political Science (LSE)
Master's degree, Risk & Finance
ABOUT SERGEI K.
I built an AI product that runs thousands of parallel conversations with founders and investors — basically relationship-building at scale. We grew it to where I handled most of the technical and architectural decisions with the dev team, led discovery, validated hypotheses, and owned the roadmap.Before that, I managed a team of 11 analysts at a venture consultancy, where we reviewed 300+ pitch decks and conducted due diligence on 75+ deals across AI, DeepTech, and FinTech. I joined as a regular analyst and worked my way up.What I bring to the table: → Building products from zero: MVP, discovery, backlog, sprints, launch → Data-driven decision making: I define metrics, set OKRs, run A/B tests, and dig into the data myself (Python, SQL, Redash) → Deep AI/LLM context: prompts, RAG, evals, memory, orchestration — all hands-on → Analytical foundation: MSc Risk & Finance from LSE, plus years in VC and startup evaluationSide note: I also do vibecoding — can prototype, build dashboards, write scripts for semantic analysis. A few pet projects in the drawer.Ready to bring that speed and autonomy to a team, where 1% conversion means millions of users.Always happy to chat: s••••••••@gmail.com
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