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Anton
Python-програміст
- Considering positions:
- Python-програміст, Backend-розробник, Ai-інженер, Data analyst, Контент-спеціаліст, Відеомонтажер
- City of residence:
- Kyiv
- Ready to work:
- Remote
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Anton Podolian
Backend Developer| AI Data Systems
Warsaw / Remote | Email: [open contact info ](look above in the "contact info" section) | Phone: [open contact info ](look above in the "contact info" section)
Telegram: @mm3ttt4 | GitHub: https://github.com/serenitymea
LinkedIn: [open contact info ](look above in the "contact info" section)
Summary
Backend Developer with 2 years of experience building backend systems
Experience
Backend Developer | ML Pipeline NDA Project
2025–2026
• Built a human-in-the-loop data collection system based on pre-trained speaker diarization model outputs
• Developed a backend API for serving model predictions, managing audio data, and storing user corrections
• Designed an interface for validating model outputs, where users listened to audio segments and corrected speaker
labels
• Implemented tools for adjusting segment boundaries and refining annotation quality
• Developed a task assignment mechanism for distributing audio samples among users for annotation
• Integrated asynchronous processing for handling model inference outputs and data preparation
Python Developer Freelance
2024 – Present
• Developed an automated TikTok edit generation tool that creates dynamic, trend-driven edits with minimal manual
input
• Developed a Pinterest to SDXL image generation tool with Gradio UI for reference-based image generation.
• Created a RAG QA system with FastAPI, VoyageAI, Gemini, and ChromaDB, enabling question answering on any
text with source references.
• Created face swap real-time pipeline with tracking and blending
• Built a coaching services website with Django and PostgreSQL for course management and client interaction.
Technical Skills
Languages: Python (3.10+), Java, JS, SQL
Frameworks: FastAPI, Django, PyTorch
Databases: PostgreSQL, SQLlite
Testing: pytest, unittest
Other: REST, JWT, asyncio, Linux, ORM (SQLAlchemy), Docker
Education
Warsaw, University VIZJA, LLM and Data science 2024 – Present
Stack
Python, Backend, FastAPI, Django, PostgreSQL, REST API, Asyncio, SQLAlchemy, pytest, PyTorch, transformers,
diffusers, NumPy, OpenCV, FFmpeg
Languages
English – B2
Polish – B1
Ukrainian – Native
Russian – Native
Backend Developer| AI Data Systems
Warsaw / Remote | Email: [
Telegram: @mm3ttt4 | GitHub: https://github.com/serenitymea
LinkedIn: [
Summary
Backend Developer with 2 years of experience building backend systems
Experience
Backend Developer | ML Pipeline NDA Project
2025–2026
• Built a human-in-the-loop data collection system based on pre-trained speaker diarization model outputs
• Developed a backend API for serving model predictions, managing audio data, and storing user corrections
• Designed an interface for validating model outputs, where users listened to audio segments and corrected speaker
labels
• Implemented tools for adjusting segment boundaries and refining annotation quality
• Developed a task assignment mechanism for distributing audio samples among users for annotation
• Integrated asynchronous processing for handling model inference outputs and data preparation
Python Developer Freelance
2024 – Present
• Developed an automated TikTok edit generation tool that creates dynamic, trend-driven edits with minimal manual
input
• Developed a Pinterest to SDXL image generation tool with Gradio UI for reference-based image generation.
• Created a RAG QA system with FastAPI, VoyageAI, Gemini, and ChromaDB, enabling question answering on any
text with source references.
• Created face swap real-time pipeline with tracking and blending
• Built a coaching services website with Django and PostgreSQL for course management and client interaction.
Technical Skills
Languages: Python (3.10+), Java, JS, SQL
Frameworks: FastAPI, Django, PyTorch
Databases: PostgreSQL, SQLlite
Testing: pytest, unittest
Other: REST, JWT, asyncio, Linux, ORM (SQLAlchemy), Docker
Education
Warsaw, University VIZJA, LLM and Data science 2024 – Present
Stack
Python, Backend, FastAPI, Django, PostgreSQL, REST API, Asyncio, SQLAlchemy, pytest, PyTorch, transformers,
diffusers, NumPy, OpenCV, FFmpeg
Languages
English – B2
Polish – B1
Ukrainian – Native
Russian – Native
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The candidate's resume is posted at https://www.work.ua/resumes/18113763/