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rldyourmnd/README.md

Danil Silantyev

AI Staff Engineer  •  AI System Architect  •  Data Scientist

CEO @ NDDev.it.com

AI Staff Engineer AI System Architect Data Scientist

🇰🇿 Kazakhstan  •  CIS  •  Worldwide  •  Email  •  LinkedIn  •  Telegram


About

6+ years in Data Science, 2+ years building LLM & AI systems in production. I design and ship end-to-end: from research and model architecture to multi-service platforms handling real-world load.

I work with every major agentic coding CLI - Claude Code, Codex, OpenCode, Antigravity CLI, ZCode, KimiCode, MiMoCode, pi - and optimize the full surface of each: hooks, MCP, LSP, rules, skills, plugins, marketplaces, and every extensible module each runtime exposes. This is the rldyour control plane below - a unified configuration, validation, and release system spanning all of them.

Scope: multi-agent orchestration (LangGraph), RAG, computer vision, MLOps, dual-database architectures (OLTP + OLAP), and ML pipelines over multi-TB workloads. Delivery across KZ · CIS · World.


Open Source & Public Projects

rldyour - AI-CLI control plane (NDDev)

A unified configuration, runtime-validation, and release system for every major agentic coding CLI.

Repo Runtime What it does
rldyour-claudecode Claude Code Plugin marketplace, MCP/LSP, Serena memory, security review, browser/design workflows, reviewer agents
rldyour-antigravity-cli Antigravity CLI Native extensions, GEMINI.md context, subagents, hooks, MCP, browser-provider routing
rldyour-codex Codex Plugin marketplace, system install, MCP servers, hooks, managed agents, runtime validation
rldyour-opencode OpenCode Local plugins, MCP/LSP, permissions, commands, agents, browser/design workflows
rldyour-mimocode MiMoCode Build/plan/compose agents, persistent memory projection, skills, browser routing
rldyour-new-mac-or-ubuntu Bootstrap macOS & Ubuntu bootstrap - dependency setup and terminal-first AI-CLI install
nddev-ci-workflows CI/CD Reusable GitHub Actions + supply-chain workflows: CodeQL, gitleaks, SBOM, Scorecard, SLSA, zizmor
nddev-browser Browser Agentic Chromium fork (BrowserOS, AGPL) with CloakBrowser stealth-CDP routing

NDDev - AI/IT Engineering Studio

Co-Founder & CEO | nddev.it.com

Full-cycle AI/IT outsourcing and outstaffing studio (~10 engineers). Six divisions covering the full delivery surface:

Division Focus
NDDev Dev Full-stack platforms, backend, frontend, mobile
NDDev AI ML systems, LLM/agent platforms, computer vision
NDDev Design Product design, design systems, UX
NDDev Platform Infrastructure, DevOps, cloud, observability
NDDev RnD Research, prototyping, paper-to-production
NDDev OpenNetwork Open-source, community, tooling

Selected Delivered Projects

Project Domain What was built
Curestry LLM Observability RCA platform: multi-agent LangGraph diagnostics, prompt A/B optimization, dual-database (PostgreSQL + ClickHouse), VSCode & Chrome extensions
Almaty City Libraries Civic tech City-wide digital library ecosystem: mobile app, admin panel, two-service backend, search, biometric auth, barcode integration
Almaty Customs GovTech Customs digitalization platform
Industrial / manufacturing clients B2B & industrial Multiple production-company platforms: B2B equipment catalogs (RU/CN/HK), corporate sites, SEO-first product layers - cncmetal, PTS Group, indepcocnc, hkindustrialpe, stroyme

Technical Expertise

Python TypeScript JavaScript Rust Go C++ C Dart Swift Kotlin

AI & ML Core - PyTorch, scikit-learn, OpenCV, HuggingFace, ONNX
Deep Learning (CNN, Transformer, diffusion) · Computer Vision (detection/segmentation/tracking/OCR) · NLP (embeddings/NER/classification) · Boosting (XGBoost/CatBoost/LightGBM) · Uncertainty quantification · Bayesian inference · conformal prediction

MLOps - MLflow, W&B, DVC, Optuna, Feast
Experiment tracking & model registry · feature stores · pipeline orchestration (Airflow/Prefect) · serving: Triton, vLLM, TGI, BentoML, Ray Serve · optimization: ONNX Runtime, TensorRT, quantization (INT8/FP16), pruning, distillation · drift detection · A/B testing

LLM & Agents - LangGraph, LangChain, CrewAI, AutoGen, LlamaIndex, LiteLLM, DSPy, LangSmith
orchestration: 50+ node pipelines, conditional routing, fan-out/fan-in, HITL, multi-agent · RAG: hybrid search, cross-encoder reranking, Graph RAG, multi-modal · prompting: CoT/ToT/few-shot/structured outputs · fine-tuning: LoRA/QLoRA/PEFT/DPO · MCP · function calling · observability & evals

AI-CLI engineering - Claude Code, Codex, OpenCode, Antigravity, ZCode, KimiCode, MiMoCode, pi
Hooks · MCP · LSP · rules/skills · plugins · marketplaces · cross-runtime validation & release automation

Platform - FastAPI, Next.js, React, Node.js, PostgreSQL, ClickHouse, Redis, GraphQL, Prisma
Async backend (DI/middleware) · App Router/RSC/ISR · REST/GraphQL/gRPC/tRPC/WebSocket/SSE · Meilisearch/Elasticsearch · VSCode (LSP) & Chrome (MV3) extensions

Systems & performance - Rust, Go, C++, C
Hot-path services · CLI tools · data pipelines · ONNX/Triton integration · low-level systems work

Infrastructure - Docker, Kubernetes, AWS, GCP, Yandex Cloud, GitHub Actions, Terraform
Helm/HPA/service mesh (Istio) · CI/CD multi-env · IaC (Terraform/Ansible) · Prometheus/Grafana/Loki/Tempo/OTel · Caddy/Nginx/Traefik · blue-green/canary

Architecture - DDD, VSA, FSD, Clean/Hexagonal
CQRS + Event Sourcing · OLTP/OLAP split · Saga · Transactional Outbox · Strangler Fig · Monorepo (Turborepo)

Mobile - Flutter (Riverpod/BLoC/GoRouter), Dart, Firebase, Swift (iOS), Kotlin (Android)
Offline-first · biometric auth · push (FCM/APNs) · platform channels


Competitions

Year Event Result
2025 AI Talent Hub (ITMO) 1st place
2025 Leaders of Digital Transformation, Moscow 3rd place
2024 AI Talent Hub (ITMO) 4th place
2022 NASA Space Apps Challenge 3rd place

Education

ITMO University - Faculty of Programming and Computer Technologies. Focus: LLM engineering, AI agent architectures, MLOps, distributed systems.


Telegram Channel @rldyourmnd   Telegram @Danil_Silantyev   Email   LinkedIn   NDDev.it.com

Open to technical advisory, architecture consulting, and strategic partnerships - KZ · CIS · Worldwide.

Pinned Loading

  1. new-macos-dev-setup new-macos-dev-setup Public archive

    One-command macOS dev setup and optimization for a new computer: install software, developer tools, AI CLIs, and performance-focused workstation defaults.

    Shell 6

  2. awesome-terminal-for-ai awesome-terminal-for-ai Public archive

    🚀 Transform your Linux terminal into a high-performance development environment. 30x faster shell, GPU-accelerated terminal, modern CLI tools.

    Shell 3

  3. local-llm-prompt-optimizer local-llm-prompt-optimizer Public archive

    Offline prompt A/B testing, scoring & auto-tuning for local LLMs

    Python 4

  4. telegram-to-pdf-vectordb telegram-to-pdf-vectordb Public archive

    Convert Telegram chat exports to AI-ready PDF files optimized for vector databases and n8n workflows. Features smart chunking, dynamic sizing (max 200KB), emoji conversion, and cross-platform suppo…

    Python 5