Head of ML & Data Engineering
5 months Present
Machine Learning Engineer
Artem Goncharov
Applied ML engineer with 6+ years of Python, 3+ years in Machine Learning, and a competitive record across AI Olympiads, Kaggle and global hackathons.
6+
years Python
3+
years ML
B2
English
Remote
ML Engineer
Python
PyTorch
CatBoost
Real-Time Signals
On-Chain Parsing
Computer Vision
Transformers
RAG
Kaggle
Web3 Analytics
GenAI
Python
PyTorch
CatBoost
Real-Time Signals
On-Chain Parsing
Computer Vision
Transformers
RAG
Kaggle
Web3 Analytics
GenAI
Profile Summary
Research-driven ML, production-grade systems, and competition-level execution.
Strong background in applied Machine Learning, computer vision, NLP, transformers and Web3 analytics. Experienced in building ML systems that move from experiment to usable product.
Professional Experience
Artificial Intelligence Engineer
6 months
HFT-Relevant Projects
Real-time Solana signal stack.
Top 1 at Kaggle Solana Skill Sprint: Memcoin Graduation (2025).
Top 1
Kaggle Solana Skill Sprint
Memcoin Graduation - 2025
- Built an end-to-end real-time signal stack: WebSocket ingestion, on-chain parsing, dynamic feature generation, Flask inference API, and Telegram alerting.
- Engineered 100+ microstructure-style features from the early token lifecycle: imbalance, wallet concentration, gas and fee intensity, early buy/sell dynamics, and time-to-peak signals.
- Trained 10-fold CatBoost regression on 539,956 samples and 115 features, achieving OOF MAE 0.0880.
- Optimized against a custom trading objective with OOF profit 45,992.64, test-proxy profit 183,671.02, and best threshold sweep at 1.6 reaching 203,832.92.
- Logged predictions for 9,453 live candidate tokens in one run.
100+
features
539,956
samples
0.0880
OOF MAE
203,832.92
best sweep profit
Achievements & Competitions
A proof wall with receipts.
National and international AI wins, Kaggle medals and global hackathon results.
Russian National Olympiad in Artificial Intelligence
Nov 2025
International AI Olympiad (FAIO)
Nov 2025
Kaggle Solana Skill Sprint
$3,000 - May 2025
Kaggle ARC Prize
Nov 2025
Kaggle CSIRO - Image2Biomass
Jan 2026
Kaggle Santa 2026
Jan 2026
Yandex Cup in Machine Learning
Nov 2025
Kaggle Global AI Hackathon (Elucidata)
May 2025
NEO AI, qualification to IOAI
May 2025
Data Fusion Contest
Apr 2025
National Hackathon "Following the Tracks of Animals"
$3,000 - Jan 2025
International AI Junior Contest
$12,000 - Dec 2024
Digital Breakthrough: AI Season
2024
Technical Skills
Core stack.
Programming
Python
Machine Learning
Classical ML, CV, NLP, GenAI
Frameworks
PyTorch, scikit-learn, Flask
Computer Vision
ViT, Dino, CNN, YOLO, diffusion models
NLP & LLMs
Transformers, RAG, nltk, faiss, VLM
Data
pandas, polars, SQL, data analysis, dashboards
Languages
English B2. Russian native.
English
Professional proficiency, B2
Russian
Native
Contact