Олег

OLEG SUKHONOS
Contacts Software Engineer
Ukraine, Kyiv With over 30 years of experience in software and systems engineering,
📞 [открыть контакты](см. выше в блоке «контактная информация») I have designed and delivered solutions ranging from microcontrollers to
@Oleg_Sukhonos distributed cloud infrastructures. I specialize in designing and delivering
[открыть контакты](см. выше в блоке «контактная информация») complex solutions that require broad cross-domain expertise.
github.com/sukhe

Programming languages Work experience
Main: Python
Other: ActionScript, December One RnD (miltech)
Assembler, AutoLISP, Bash, 2025-2026 • Firmware developer (Python, Linux, SBC, SDR, DSP)
BASIC, C, C++, C#, Clipper,
COBOL, dBase, Delphi, etc. • NDA
Web frameworks
Django, Django REST TradeTech (crypto-trading systems)
Framework, Flask, FastAPI, 2024-2025 • Software engineer (Python)
Streamlit, Jinja2 • Designed and implemented a high-performance backtesting and
Cloud & Infrastructure optimization platform for trading strategies on historical data, using
Docker, Kubernetes, Google FastAPI, Celery, Streamlit, Plotly, VectorBT, and Optuna.
Cloud Platform, Minikube, • Re-engineered the data processing pipeline, cutting computation time
GitHub Actions from 20s to 0.2s — a 100× speedup — to support trading on 1-second
candles.
Databases & Storage
• Rolled out a lightweight, dynamic subsystem for real-time market data
PostgreSQL, Microsoft SQL acquisition across hundreds of trading pairs, delivering data to processing
Server, MySQL/MariaDB, and storage layers with minimal latency, using WebSockets, asyncio,
Redis, Google BigQuery,
ZeroMQ, PostgreSQL, and FastAPI.
Neo4j, DuckDB
• Architected a scalable infrastructure for orchestrating data and
Messaging & Distributed ML processing in both production and development environments,
Systems implemented with GitHub Actions, Google Kubernetes Engine, Docker,
RabbitMQ, ZeroMQ, Celery, Minikube, Kubernetes API, RabbitMQ, Redis, PostgreSQL, Google
MQTT, WebSockets, REST, Cloud Storage, and Google Artifact Registry.
WebRTC • Conducted extensive research and experimentation in algorithmic
Machine Learning trading, classical ML, deep learning, LLMs, and reinforcement learning to
develop profitable trading strategies, employing PyTorch, Optuna, scikit-
PyTorch, scikit-learn, learn, ChatGPT API, and Gymnasium.
Optuna, TensorBoard,
Pandas, NumPy, Plotly
NONAME DIGITAL (custom software development company)
NLP & Speech Processing 2022-2023 • Software engineer (Python)

spaCy, Stanza, UDPipe, • Developed a browser-based real-time conferencing system supporting
OpusMT, Mimic3, Coqui, audio, video, and text with live multilingual translation, using WebRTC,
espeak-ng, ffmpeg, librosa JavaScript, FastAPI, OpusMT, Mimic3, DeepSpeech, and Whisper.
• Delivered a distributed multiuser crypto trading platform with high
Computer Vision
reliability and concurrency, built with Django, Django Channels, DRF,
OpenCV, YOLO, UNet Celery, RabbitMQ, Redis, Firebird, and JavaScript.
Education • Shipped a custom Chromium build supporting command-line injection of
user-agent, geolocation, and hardware parameters for browser fingerprint
Donbass State Engineering
customization (C++).
Academy (Kramatorsk,
Ukraine) • Created text summarization software using modern NLP frameworks and
graph databases, including spaCy, Stanza, Neo4j, and Amazon Neptune.
Specialist degree in • Built object tracking and recognition systems using YOLO and OpenCV.
Computer Aided Design • Devised a visual navigation MVP for UAVs in GPS-denied conditions,
(CAD), 1990-1995 using onboard image analysis for autonomous pathfinding.
JSC Greta (gas and electric stoves manufacturing)
2010-2022 • System administrator & Software developer (Python/C#)
• Engineered warehouse management software for handheld terminals (Windows CE, .NET Compact
Framework, C#) with backend integration into a 1C-based ERP system.
• Designed and implemented barcode scanning software and selected, installed, and configured the
supporting hardware, ensuring compliance with ISO 9001 quality control standards.
• Established a centralized data collection network for sensors and industrial equipment.
• Ensured secure remote access to the company’s network for employees during the COVID-19 pandemic.
• Delivered a factory-wide fiber-optic LAN with ring topology, automatic failover via STP, and dual SFP
modules per switch — proved resilient during two real-world cable breaks.
• Deployed and maintained enterprise-grade servers (Windows Server, Hyper-V, VMware ESX, Linux)
with redundant power and storage configurations — sustained uninterrupted operation and zero data
loss during multiple disk and PSU failures.
• Crafted a reliable backup system (off-site copies stored in a bomb-proof bunker).
• Prevented business disruption during the Petya zero-day attack by leveraging a multi-layered security
framework: timely Windows security patches, pre-established access restrictions, and continuously
verified backups prevented full infection and data loss. Port isolation effectively limited further spread,
while honeypots and exploratory traffic monitoring helped identify compromised hosts during the
early stages of the outbreak, despite limited threat intelligence. The company remained the only major
enterprise in the city to stay fully operational.

CJSC Farlep Telecom Holding (telephone and internet company)
2006-2010 • System administrator (FreeBSD/Linux/Python/Perl/PHP/JS)
Maintained servers and network access equipment. Developed internal reporting and billing systems.
Provided expert technical support to clients.

Donetsk regional gas company
2002-2006 • Software engineer (Delphi/Clipper/Rebol)
Developed and maintained software for gas consumption accounting and financial data exchange with
banks and external institutions.

Druzhkivka Machine-Building Plant (production of mining equipment)
1998-2002 • Head of software development and system analysis division
Defined strategic development needs and managed the full SDLC for plant automation software. Directly led
a cross-functional team of 14 specialists, including 2 Business Analysts and 12 Developers. Spearheaded
the development of software and supporting infrastructure to enable advanced production management
methodologies, including Theory of Constraints, Just-in-Time, and pull-based manufacturing.

Druzhkivka Machine-Building Plant
1995-1997 • Software engineer (C++/Clipper/REXX/Lisp/Tcl/COBOL)
Developed and managed the full spectrum of software for industrial operations, including accounting,
equipment loading, and production planning.

Independent & Side Projects
• Co-founder and system architect of SuShiNet, a local ISP in Donetsk region covering over 1,000 km².
Technologies: FreeBSD, Linux, Perl, passive optical network (PON), long-range wireless bridges,
online billing with bank and terminal payments.
• Participated in the development of a precision seeding control system for agriculture.
Designed onboard software for a ruggedized single-board computer mounted on tractors. The
system collected seeding quality data, displayed metrics locally and via web interface, and transmitted
results with GPS coordinates to a remote server in real time.
Technologies: GPRS modem, GPS receiver, SPI, UART, I2C, MQTT, Python, asyncio, multiprocessing,
JavaScript.