Антон

ANTON VYNOHRADOV [open contact info](look above in the "contact info" section)

[open contact info](look above in the "contact info" section)

AI ENGINEER Bila Tserkva, Kyiv Oblast,
Ukraine

ABOUT ME I am a software engineer with more than 4 years of professional experience,
studying and practicing AI/ML and data science for more than 2 years.

EXPERIENCE SKILLS
Personal projects
Trained an image recognition model for classifying buildings by Unity
architecture style
Simple translator web app using OpenAI API C#
RAG system with ChromaDB vector database Python
Personal financial analysis pipeline
Regression, Classification, Clustering,
Monobank webhook to get transaction data
Pipedream automation system to listen and post the data Dimensionality Reduction
into a Supabase Postgres database
RL (Unity ml-agents)
Local Python data processing and visualization pipeline
Telegram bots (Module to the financial system, Python code GANs, Diffusion, NLP, Transformers
running in the cloud, that would send weekly summaries to the PyTorch, fast.ai, OpenCV
Telegram bot)
NumPy, Pandas, Matplotlib, Seaborn,
Unity Developer / ML R&D 2022-2024 Ploty, Scikit-learn
Kadka 1 year 5 months
SQL, FastAPI, Docker
Trained an RL model to play a proprietary game in Unity
Provided comprehensive analysis of player behaviour data RAG, Vector databases
Built a model to predict probability of player churn at specific
moments during gameplay

Unity Developer 2021-2022 EDUCATION
White Zebra 8 months

Unity Developer 2020-2021 Interregional Academy of
Avaza Group 1 year 1 month Personnel Management
Bachelor of Economics
2018 - 2022
COURSES
Supervised Machine Learning: Regression and
Classification Bohuslav Applied
DeepLearning.AI Humanitarian College after
I.S.Nechuyi-Levytskyi
Advanced Learning Algorithms CS Teacher (Junior Specialist)
DeepLearning.AI 2014 - 2018

Unsupervised Learning, Recommenders, Reinforcement
Learning
DeepLearning.AI