The Lab
Deep dives into systems we've engineered. Technical breakdowns, architecture decisions, and real-world results.
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General Ledger Bot
Telegram accounting bot with regex parser + Excel export for small businesses.
Python
SQLite
OpenAI
Telegram API
Reduced monthly bookkeeping time by 80%
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Self-Healing Pipeline
Queue worker with retry logic and health monitoring for e-commerce data sync.
Node.js
BullMQ
Redis
PostgreSQL
Achieved 99.9% uptime on critical sync process
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Multi-Agent Research Assistant
System of specialized LLM agents that research market trends and produce reports.
Python
LangChain
OpenAI
FastAPI
React
Generated 10x more research output with consistent quality