Viktor

Viktor Kononenko
AI Solutions Developer | AI Integrator
[відкрити контакти](див. вище в блоці «контактна інформація») | Telegram @jakethebirdy | https://github.com/wermund

🔹 Summary
Practical AI developer focused on LLM-powered automations, voice assistants, and
data-driven AI tools. I specialize in rapid prototyping and real-world AI integrations
using Python and no-code/low-code tools (e.g., n8n, Make), backed by a strong grasp
of vector databases, APIs, and AI pipelines. I write clean Python code for real-world
automation and AI projects, with a solid grasp of core programming concepts and
libraries. I build full pipelines from scratch or with AI-assisted help, depending on the
use case — from voice bots to vector search systems and scraping tools.

🧠 Core Expertise
LLM Integration & Automation

• GPT-4, Claude, Together API, LLaMA 3, Mistral

• Prompt design, OpenAI-compatible APIs, multi-agent setups

RAG & Vector Databases

• FAISS-based local knowledge base setup

• Document loaders, semantic search

Voice-Enabled AI Systems

• Whisper (local STT), ElevenLabs (TTS), voice → AI → voice pipelines

• Telegram voice bot deployment

AI Integration Engineering

• Python-based logic for bots, automations, and data ows — combining from-
scratch coding and AI assistance
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 • Automation work ows with n8n, Make, API/webhook integrations

• JSON-based ows between CRMs, Sheets, LLMs, bots

Web Automation & Data Handling

• Selenium, Playwright, headless scraping for ETL

• Excel/CSV/JSON handling, webhook triggers, RESTful API sync

⚙ Tools & Technologies

Python (core + automation libraries: requests, json, dotenv, etc.) • Whisper •
ElevenLabs • FAISS • n8n • Make • LangChain (basic) • REST APIs • dotenv • requests
• Selenium • Playwright • Midjourney • FFmpeg • Pydub • Git

🔹 Highlight Projects

• 🎙 Voice-Driven GPT RAG Assistant (CLI & Telegram)

- Built full pipeline: Voice input → Local Whisper → Together GPT → ElevenLabs output
- Integrated with .txt RAG knowledgebase to deliver grounded responses
- Developed in CLI and Telegram bot versions, ready for internal doc bots, customer
support or product onboarding use cases
- Code: https://github.com/wermund/telegram-rag-voice-bot

• 📚 GPT RAG Knowledge Chat

- Standalone CLI-based assistant answering from custom .txt documents
- Fully documented structure for scaling to FAISS, PDF, or internal DocQA

• 🛠 Multimodal AI Content Generation

- Developed end-to-end ows for video generation, voiceovers, visuals using AI tools
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 like ElevenLabs, Midjourney, Suno, Ideogram

🎓 Education
M.A. in Sociology, Kyiv-Mohyla Academy
B.A. in Administrative Management, KPI — Faculty of Sociology

🌐 Languages
• English — uent (B2–C1), used in tech support, API docs & deployment
• Ukrainian — native

🧩 Additional Background
• Podcast and audio cleanup experience
• Strong experience with voice pipelines, prompt engineering, low-code
orchestration, and bridging AI tools with business logic

💡 Looking for
A role where I can:
• Build production-ready LLM pipelines and automation agents
• Use Python + vector DBs + API ows to solve real problems
• Ship working MVPs fast, then scale with the team
• Integrate voice, text, and knowledge into usable AI systems
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