@amir-assan
AI Engineer | LLM Applications & Backend Systems
Building AI-powered products that turn ideas into working systems. Previously built backend systems, AI integrations, and workflow automations across EdTech and logistics.
Started in mobile Dart/Flutter development, grew into full-stack: Python/php. I've led a small mobile development team, shipped mobile applications, and built products from scratch — taking ideas from initial concept to working MVPs.Ive integrated various AI and ML services into real-world products across logistics and EdTech, as well as my own projects, turning AI capabilities into practical features and workflows. Regularly handled DevOps responsibilities for production systems, including infrastructure, deployment, CI/CD, and ongoing maintenance. I believe agentic AI could reshape the world much as electricity reshaped industry — automating demanding cognitive work and helping people move from asking questions to getting things done. I want to help build that shift. Based in Almaty.
AI Engineer | LLM Applications & Backend Systems
Local video-experiment workspace connecting clips, publication metrics, hypotheses and outcomes; validated CSV imports, versioned evaluation criteria and source-linked recommendations. FFmpeg segment replacement checks that unchanged frames are preserved. Includes 123 automated tests and a separate small Gemini integration pilot. Synthetic demo results are labeled.
Open projectReproducible synthetic benchmark comparing uniform, change-based and adaptive frame sampling across 832 clips and 7,488 checks, with fixed budgets and group-level uncertainty estimates. The adaptive method did not outperform both baselines; sampling misses were separated from checker failures, and all predictions were verified for exact replay.
Open projectTeam IT
Manufacturing ERP with 40+ modules and 200+ daily users.
Aug 2025 — Aug 2026Built validated natural-language report generation and cut key report generation time from 30+ seconds to 2-3 seconds.
• Built natural-language-to-XML report generation with schema validation and reusable report configurations. • Reduced key report generation time from 30+ seconds to 2-3 seconds through SQL optimization, indexing and materialized views. • Used MCP-enabled tools and AI coding workflows for backend development and legacy migration, with regression tests, Docker environments and CI checks.
HeRo Study
EdTech / Study Space.
Oct 2024 — Jun 2025Integrated a retrieval-grounded OpenAI assistant, designed 50+ REST endpoints and kept API p95 below 200 ms during peak admissions traffic.
• Integrated an OpenAI-powered educational assistant with backend services, grounding responses in knowledge retrieved for each request (RAG). • Designed and documented 50+ REST endpoints; moved imports, notifications and reports into asynchronous queues and automated onboarding. • Optimized PostgreSQL queries and Redis caching for peak admissions traffic, keeping API p95 response time below 200 ms; contributed to exam-proctoring and face-recognition features.
IT-Leader
Jul 2023 — Oct 2024Helped launch the Bottoms-Up mobile app and worked with its founder on product priorities, advertising and audience analysis.
• Helped launch Bottoms-Up on iOS and Android: event discovery, notifications and API integrations. Worked with the founder on product priorities, advertising and audience analysis.
International Information Technology University (IITU)
