CH 001 — REMOTE WEB & PRODUCT DEVELOPMENT · CONSULTING
Andrew Motsyk
12+ years building for Nike, Mars, GAP and Wix — now shipping production LLM agent systems, RAG pipelines and real-time interfaces. Available for remote development and consulting, worldwide.
I'm a senior software engineer and manager with 12+ years across design, development, release and architecture — lately focused on integrating AI-powered workflows into production systems: LLM agents, RAG pipelines on Qdrant, tool use, MCP servers and cost-aware prompt engineering.
I've led cross-functional, multinational teams end to end — from pre-sales and estimation to backlog ownership, release planning and delivery. PSM certified.
Beyond software: vast experience in live, studio and programmatic audio, plus video recording, mixing and editing — which is exactly where the DMX Sandbox and the ADDA gallery come from.
Remote-first, worldwide. From a focused consulting engagement to owning the full delivery.
End-to-end delivery of web products: architecture, React/TypeScript front-ends, Node.js back-ends, releases and everything between. The same practice that shipped for Nike, Mars, GAP and Wix — 30%+ faster load times, 2–3x faster builds.
LLM agents, RAG pipelines, tool use and MCP servers — wired into real production systems, not demos. Recent work: 40% lower inference costs, sub-second retrieval over 500K+ embeddings, document pipelines cut from ~8s to under 2s.
Architecture reviews, project rescue, pre-sales and estimation, roadmaps and risk management. I've led cross-functional multinational teams end to end and secured $1M+ in contract extensions doing it. PSM certified.
NDA
Designed and built a modular AI processing platform: ingestion of documents, images and audio, vector indexing on Qdrant, LLM extraction and multi-step agent workflows (Anthropic SDK), GPU-accelerated processing. Cut LLM inference costs 40%, achieved sub-second retrieval over 500K+ embeddings, and brought document pipeline latency from ~8s to under 2s.
Grid Dynamics
Delivered complex projects for Nike, Mars and GAP; secured $1M+ in contract extensions. Re-architected front-end and APIs for 30%+ faster load and response times while cutting development time 20%, and made build routines 2–3x faster through automation.
Wix / DeviantArt
Replatformed one of the oldest social networks with 40M+ active users. Fixed a roadmap flaw that engaged an additional 25% of the audience post-launch, and introduced a parallel design/dev workflow saving ~30% of development time.
Leantegra
Built a high-load real-time location system (RTLS) in the IoT domain on a broker-topology microservice architecture. In the industry since May 2013.
Personal experiments — works in progress, not finished to be presented officially yet.
Photography at meonpic.com
The ADDA photo repository — curated galleries served from its own platform on meonpic.com.
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Stage-lighting experiments, in the browser
A rough, in-progress sandbox for DMX-512 stage lighting with a realistic fixture view. Expect unfinished edges — the live demo runs automatically, no hardware required.
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Open to remote engagements — development, consulting, or both. Any timezone.