Stanislav O.
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Outly — AI analysis of viral content (reels)
Web ProgrammingOutly — a web service for searching and AI analysis of viral video content (reels).
Task: to help content teams understand why videos go viral and quickly create their own scripts based on trends.
… Solution:
• Search for viral reels and a trend radar with visualization.
• In-depth AI analysis of videos by stages: essence, hook, retention, conversion, script, funnel.
• Subscriptions to channels and channel profiles, cataloging and categorization of videos.
• Script editor and Tone of Voice (brand voice), saved and search history.
• Personal account with authorization and dashboard.
Stack: React + TypeScript (Vite), Tailwind + shadcn/ui, TanStack Query, React Router, Recharts, Supabase (authorization, DB), Google Gemini (AI analysis).
Result: the team receives a clear analysis of viral videos and ready ideas for their own content instead of manual analysis.
#AI #SaaS #React #TypeScript #Supabase #Gemini #analytics
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AI sales agent in direct messages (Instagram, Telegram)
AI & Machine LearningProduct platform with an AI agent that independently conducts sales in messengers. Details under NDA — no name, screenshots, or client data.
Task: automate communication with clients in direct messages so that the bot responds on its own, follows a sales script, handles objections, processes orders, and forwards complex cases to an operator.
… Solution:
• AI agent with a persona builder (tone, behavior, sales script tailored to a specific business).
• Responses from the catalog, handling objections, upselling, order processing.
• Integrations: ManyChat, Meta Direct (Instagram/Facebook), Telegram, CRM.
• Deterministic safety gates, multi-tenancy with data isolation between clients.
• Quality control: automatic prompt tests (dozens of scenarios), tracing each dialogue, monitoring errors.
Stack: Next.js, TypeScript, Supabase (PostgreSQL, RLS, pgvector), Mastra (AI pipeline), Trigger.dev, Langfuse, OpenAI/Anthropic, Promptfoo, Sentry. Deployment on Vercel.
Result: the bot takes over the routine of direct messages — quick responses 24/7, sales according to the script, fewer lost leads; complex cases go to the operator.
#AI #chatbot #Instagram #Telegram #ManyChat #automation #sales
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GreenHouse OS — PWA for greenhouse management: accounting, inventory, logistics
Web Programming
PWA inventory management system for a greenhouse (banana cultivation), developed for a client from Kazakhstan. Built from scratch.
Task: Before implementation, accounting was done manually — initially records were kept in paper journals, then at the end of the shift they were transferred to spreadsheets on a computer, and everything was calculated manually. It was slow, error-prone, and lacked an up-to-date picture. A unified system is needed that works even with unstable power and internet and does not lose data.
… Solution — complete automation of accounting:
• Employees fill in data in convenient forms directly on their phones (PWA) — no paper journals and manual transfer to spreadsheets at the end of the shift.
• Three roles with different interfaces: manager (data entry), warehouse worker (receiving/moving/issuing), owner (dashboard only).
• Offline-first approach: optimistic updates + synchronization queue (IndexedDB) — data is not lost even without connection.
• Accounting by boxes/batches/varieties, movement between warehouses (storage → gasification → issuance) with recording of responsibility transfer.
• The owner can see up-to-date information in real time at any moment: convenient dashboard, charts, and statistics (collected, stock levels in warehouses, issued, shrinkage/losses).
• Export to Excel and integration with Google Sheets, multilingual support.
Stack: Next.js 15 (App Router), React 19, TypeScript, Tailwind CSS, Supabase (PostgreSQL, Auth, RLS), PWA (Service Worker), Recharts, deployed on Vercel. Covered by tests (Vitest, Playwright).
Result: fully automated accounting instead of paper journals and manual spreadsheets; up-to-date data in real time; stable offline operation. Completed in a short time thanks to AI tools.
#PWA #NextJS #React #TypeScript #Supabase #webapplication #automation