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Gyxer513/README.md

Filipp Panchuk

Software architect & full-stack engineer. I build production systems for healthcare — including LLM/RAG platforms that run fully on-premises, where no data may leave the perimeter.

Founded and sold a hotel smart-TV SaaS platform. Now run infrastructure and engineering inside a healthcare organization: requirements → architecture → code → CI/CD → monitoring → incident response.

Telegram Email Repositories


Selected work

Project What it is Stack
gyxer-studio Visual backend builder that generates production-ready NestJS applications. TypeScript, NestJS
ai-combine Self-hosted multi-agent system (SecOps / coding / general agents) with a hybrid LLM provider layer, RAG memory and a Telegram interface. Pydantic AI, LiteLLM, LlamaIndex, Qdrant, aiogram
termloop Spaced-repetition trainer for professional terminology — Telegram bot plus an MCP server. Python, MCP
On-prem medical AI assistant
closed source
RAG knowledge assistant for ~300 physicians. Air-gapped inference on hospital hardware (Qwen2.5-72B, 4-bit), delivered as a Chrome MV3 extension rolled out via Active Directory GPO. FastAPI, Qdrant, vLLM
Hotel smart-TV SaaS
acquired
Multi-tenant IPTV/hospitality platform — guest TV interface, hotel admin panel, content & billing. Built solo from zero to a commercial product, registered with Rospatent, sold under a multi-year contract. Kotlin (Android TV), React, Vue 3, NestJS, PostgreSQL
Vaccination planning system
closed source
Immunization scheduling engine: patient plans computed on the fly from age, history and the active calendar. Regional calendars as an inheritable catalog chain, catch-up logic, sex- and age-scoped schedules, matching of legacy record codes to modern definitions. TypeScript, tRPC, Prisma, PostgreSQL, Keycloak, Turborepo
Fintracker
closed source
Personal-finance product in a Telegram Mini App: overpayment analysis, early-repayment scenarios, deposit projections. Money math on integer minor units — annuity and differentiated amortization engines, no floats. FastAPI, Vue 3, Telegram Mini App
zakupki-new
private
Procurement and contract registry: purchase requests, supplier and contract records, document storage. TypeScript, NestJS, PostgreSQL
Corporate portal
closed source
Employee self-service portal and admin panel: AD SSO, payslips with ERP sync, document storage. React, NestJS, MongoDB, GitLab CI

Stack

Languages TypeScript · Python · Kotlin
Frontend React · Vue 3 · Next.js · TanStack Query · Zustand · Redux · MUI / Ant Design
Backend FastAPI · NestJS · Django · tRPC · Prisma · Pydantic / Zod
Data PostgreSQL · MongoDB · Redis · Qdrant
AI / LLM vLLM · LlamaIndex · Pydantic AI · LiteLLM · MCP
Infra Docker · Kubernetes · Terraform · GitLab CI · Nginx · Keycloak
Observability Prometheus · Loki · Grafana
Testing Vitest · Jest · Cypress

How I work

  • AI in regulated environments — taking LLM/RAG systems from POC to production where data cannot leave the perimeter: on-prem inference, GPO rollout, access control.
  • Delivery — GitLab CI, multi-stage Docker builds, automated migrations, one-click deploy and rollback.
  • Operations — centralized monitoring and logging; root-cause analysis of multi-day infrastructure outages (virtualization, DR replication, UPS automation) and blameless postmortems.
  • Design — DDD, service boundaries, REST/OpenAPI-first contracts, monorepos.
  • Leadership — infrastructure and a team in healthcare: vendors, SLAs, platform migrations, security hardening.

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