Artem Meshkov
Systems & Platform Engineer
I design and build platforms end-to-end — architecture, cloud, and security
Projects
Platforms I designed and built across architecture, backend, cloud infrastructure, and security.
SPD Online
Real-time multiplayer roguelike dungeon crawler.
A real-time multiplayer roguelike dungeon crawler based on Shattered Pixel Dungeon by Evan Debenham. Features 50 dungeon floors with bosses every 5 floors, and full autonomous real-time gameplay.
Poppins
Child-development digital therapy platform — a client project.
A telehealth platform delivering remote digital therapy and assessments for child development. Built end-to-end at Weaversoft.io for Femi.
GainGuard.ai
Backend & cloud infrastructure for an AI sports-safety wearables platform.
Designed the FastAPI microservices backend with a Django API gateway, built GCP cloud infrastructure and load balancing, integrated the React frontend, and performed ISO 27001-aligned security hardening.
Document RAG
Local document RAG with hybrid retrieval and real inline citations.
Self-hosted RAG over your own documents, audio, video, and web pages. Hybrid dense + sparse search (BGE-M3) with cross-encoder reranking, multilingual EN/RU/HE, and streamed answers with clickable citations that open the source chunk.
About Me
Systems & platform engineer with 5+ years designing and shipping production platforms end-to-end — system architecture, cloud infrastructure (GCP, AWS, Kubernetes), security (ISO 27001), and the full application stack on top: React frontends, Django/FastAPI backends, and AI/LLM systems like RAG pipelines and self-hosted GPU inference.
I own system architecture end-to-end, mentor developers, and lead production troubleshooting. I enjoy building systems that are clean, maintainable, and performant — trained as a Practical Engineer in Electronics (ORT College).
Fun fact: Linus Torvalds is my godfather.
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Experience
Systems Engineer
@ GainGuard.ai
- Set up the cloud environment, security, database, and scaling
- Designed the backend and microservices architecture for AI usage and user/data management
- Developed a mobile React Native app with App Store and Google Play releases
- Full-stack development for the UI/mobile — including backend implementation, stability, and test coverage
Senior Systems & Platform Engineer
@ Weaversoft.io
A software services company that provides manpower and knowledge to tech companies seeking custom software & DevOps solutions.
2022 — September 2026- Architected large-scale multi-tenant SaaS platform in Django orchestrating Docker microservices on k8s
- Developed a self-hosted k3s platform for managing and deploying custom applications with Helm, providing a UI for system resource management and app deployment with SSO, LDAP, and an Identity provider. Managed SDLC environments for agents on the platform with Gitea, code-server, and opencode, powered by self-hosted models on vllm/llama.cpp containers.
- Obtained ISO27001 certification for Weaversoft.io
- Developed secure company agents using MCPs integrating with various aspects of the company, featuring user/role management under admin user, enabling documentation (company data lake), task management, and internal/client meeting summarizations with context recalling.
- Managed a team of 6 developers and 2 DevOps engineers across the full SDLC
- Built a real-time medical platform with React, Django, and MySQL supporting 50–500 concurrent clinical sessions
- Built a document-processing ML system combining OCR, fine-tuned LLMs, and algorithmic extraction
- Developed and deployed an early RAG-based tool-calling system for chat agents (pre-LangChain/Flowise) on GPT-3: similarity search over an indexed CSV of tool names, descriptions, and Python code, with the matched row's code extracted and executed via a PostgreSQL vector store
- Developed a healthcare conversational RAG agent with dynamic retrieval and domain knowledge integration
Client contracts
Full-Stack & AI Engineer
2021 — 2022- Poppins — React/Django/PostgreSQL web app deployed on AWS
- Built an AI chatbot for customer support
- Document Data Extraction System
AI Platform Engineer
2018 — 2019- Worked on the WeaverAI platform
AI Platform Engineer
2020 — 2021- Contributed to the WeaverAI platform at Clalit
AI Engineer — Document Data Extraction
2019 — 2020- Document Data Extraction System — custom pipelines and integrations
Awards
Innovation & Entrepreneurship 2019 — Electronics Category
ORT Colleges · Practical Electronics Engineering
Won first place in the electronics category of the ORT Colleges national innovation and entrepreneurship competition with a gesture-controlled drone: a quadcopter steered by hand movements through a custom sensor glove.