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Palvan Yuldashev

@palvanyuldashev

Applied AI/ML architect at Edge SI / AI Venture Lab who built a Glass-Box due diligence platform and cut screening triage time by 70–90%.

Vietnam

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At Edge SI / AI Venture Lab, I architected a B2B SaaS decision-intelligence platform that maps technology companies, funding rounds, and financial statements across official registries. I built a Glass-Box XAI Cockpit with real-time SHAP explanations and investment memo generation.

I developed a deterministic pipeline that checks pitch-deck financial claims against official statements and stores immutable audit trails. I also built a quantitative financial engine for cash-flow projections, DCF valuation, IRR solving, and sensitivity analysis.

In my independent practice, I built LLM/RAG assistants, AI content and video pipelines, Telegram bots, and automated CRM/API workflows for B2B startups, e-commerce sellers, and investment teams. I also developed financial models and cohort unit-economics dashboards, and automated executive reporting and KPI tracking.

Experience

Work history, roles, and key accomplishments

Current

Founder, Lead AI/ML & Product Architect

Current

Edge SI / AI Venture Lab

May 2026 - Present (6 months)

Architected an end-to-end B2B SaaS decision-support and entity-resolution platform mapping 20,734 technology companies, 8,840 funding rounds, and 65,922 point-in-time financial statement rows across 14 official registries. Designed an atomic pitch-deck claim extraction and deterministic NLI verification pipeline, and built a standalone quantitative financial engine for cash-flow projections, DCF v

Python fastAPI PostgreSQL Qdrant Next.js TypeScript Docker Pytest CatBoost XGBoost scikit learn SHAP DCF IRR Sensitivity Modeling Multi Agent LLM RAG NLI WORM Audit Trails CI CD

AI Automation Engineer & Quantitative Financial Analyst

Independent Practice

Jan 2023 - Apr 2026 (3 years 3 months)

Built custom LLM/RAG assistants, AI content/video pipelines, Telegram bots, and automated CRM/API workflows for B2B startups, e-commerce sellers, and investment teams. Developed management accounting frameworks, 36-month financial models, investment memos, and cohort unit-economics dashboards for SaaS and marketplace businesses.