Projects

Engineering projects and AI solutions we built. Each one automates a concrete process — pick a direction or browse them all.

Projects

Showing 13 projects

Process automation & integrations · Knowledge bases & RAG

OpenAI API Desk

Work with the OpenAI API in your browser — with full control over the request and a clear view of the response.

Work with OpenAI models without a command line or code: see exactly what was sent to the API and what came back.

  • HTML
  • CSS
  • JavaScript
  • OpenAI Responses API
  • Files API
  • +1

Test automation & QA · AI evaluation & model selection

QA LLM Lab

Check answer quality and resistance to provocative requests — without running conversations by hand.

Automatic checks of AI chatbots in Telegram: functional tests, AI evaluation of answers and security checks.

  • Promptfoo
  • NVIDIA Garak
  • Python
  • Telethon
  • Telegram
  • +2

AI evaluation & model selection

Auto LLM Benchmark

The same tasks for different models — quality and speed in one table.

Choosing a local LLM by test results with common criteria, not by the impression of a few answers.

  • n8n
  • LM Studio
  • local LLMs
  • OpenAI GPT-4.1
  • Google Sheets

Process automation & integrations · Test automation & QA

AI bug summary from Jira to Google Sheets

The team works in Jira — managers get a clear summary without manual data transfer.

An automatic bug summary for QA, managers and other teams instead of shortening tickets by hand.

Result Manual data transfer when preparing the summary has been eliminated

  • n8n
  • OpenAI
  • Jira
  • Google Sheets

AI assistants & Telegram bots

Calendar AI & Chronos

Plan your tasks and log working time — with an ordinary message in Telegram.

A personal AI assistant: Google Calendar events and time tracking in Google Sheets from a text or voice message.

Result Create or view a calendar event in 10–15 seconds

  • Telegram
  • n8n
  • LLM
  • Speech recognition
  • Google Calendar
  • +1

Voice & meetings · Documents

Local transcription of large audio files

Hours of recordings turned into ready text — without cloud service limits.

Batch transcription of audio recordings on your own computer with GPU acceleration, fully offline.

Result About 60 hours of lectures processed in about 5 hours on a GPU

  • Python
  • Faster Whisper
  • NVIDIA CUDA
  • FFmpeg
  • n8n
  • +2

Voice & meetings · Test automation & QA

Voice bug report

Tell Telegram about a bug — get a formatted report and a Jira task.

A tester's voice notes turn into structured bug reports in English.

Result Generate a bug report in 60 seconds

  • Telegram
  • n8n
  • OpenAI
  • Google Sheets
  • Google Docs
  • +1

Test automation & QA

Automated testing of Telegram bots

Check a bot's answers without manual conversations and verifying each result.

QA checks of Telegram bots: test messages, collecting answers and AI evaluation with a PASS or FAIL verdict.

  • n8n
  • Python Telegram Client
  • OpenAI GPT
  • Google Sheets

Process automation & integrations

Migrating tasks from Jira to GitHub Projects

Moving to a new system — without transferring hundreds of tasks by hand.

Automatic transfer of tasks from Jira to GitHub Issues and GitHub Projects together with fields, comments and attachments.

Result Almost 500 tasks, comments, attachments and key metadata transferred in about 4 hours

  • n8n
  • Jira API
  • GitHub API
  • GraphQL
  • GitHub Issues
  • +1

AI assistants & Telegram bots · Documents

YouTube → text in Telegram

When it is easier to read than to watch: send a video link and get text ready for reading.

A Telegram bot turns the transcript of a YouTube video into coherent, neatly formatted text.

  • n8n
  • Telegram
  • OpenAI
  • YouTube-Transcript.io

AI assistants & Telegram bots · Voice & meetings

AI dictation in Telegram

Dictate a message — get neat text, ready to send.

Voice messages become edited text right in Telegram.

  • n8n
  • Telegram
  • Whisper
  • GPT-4.1

Requests & routing · AI assistants & Telegram bots

Electronic Telegram secretary

Takes over the first line of communication — from answering a question to passing a request to the right employee.

An AI secretary answers typical questions from a knowledge base and passes requests that need staff involvement to employees.

  • Telegram
  • AI model
  • Knowledge base
  • Database
  • Email

Requests & routing · Process automation & integrations

Feedback form with automatic routing

Requests from the website go straight to the right employee, without manual forwarding.

The form does not just collect messages — it takes over their initial processing and distribution.

  • Web form
  • Database
  • Email
  • Telegram

Start with one process.

Describe what is currently done manually, what data is involved and what result you would like to achieve. You do not need a technical specification or a chosen model to begin.

Please do not share trade secrets, source code, or sensitive personal data before an NDA (non-disclosure agreement) is signed.