Максим

Maksym Borysov Education
Bachelor, Computer Science Sep 2015 - Jul 2017
National Technical University of Ukraine 'Kyiv Polytechnic Institute'
Specialist, Law Sep 2016 - Jul 2017
Yuriy Fedkovych Chernivtsi National University

Employment
Python Developer & AI/ML Integration Mar 2026
COMPASS.TRADE, Global
Maksym Borysov Compass (compass.trade) — analytics platform for traders on Hyperliquid, a
decentralized derivatives exchange. Designed, built, and operate the entire
Maksym Borysov product solo — from data pipelines to production operations.
Backend & Data Pipelines
[открыть контакты](см. выше в блоке «контактная информация»)
Backend built with FastAPI (~90 REST endpoints), PostgreSQL 16, Redis
[открыть контакты](см. выше в блоке «контактная информация») (caching layer)
Data processing pipelines: real-time WebSocket fills collector + periodic on-
32300 Kamianets-Podilskyi
chain sync millions of records in PostgreSQL; intermediate compute layer on
January 26, 1995 Parquet/DuckDB
Database schema design and complex SQL query optimization (leaderboards
github.com/BorysovMaksym
across thousands of wallets), event-driven processing of live trade streams
[открыть контакты](см. выше в блоке «контактная информация») AI/ML & LLM Integration
borysov-281b66245 NLSQL chat: LLM integration (Anthropic API) — users ask questions in
natural language, the system generates and executes SQL over trading data

Skills AI-powered trader analysis: automated breakdown of trading history via LLM
MCP server exposing platform data to AI agents
AI-first development: daily production work with Claude Code
Python programming
Operations & Quality
AI/ML integration Production on Hetzner: systemd services and timers, PostgreSQL in Docker,
Web scraping deploys with smoke tests and automatic rollback
Monitoring, health checks, incident response
FastAPI development
Technical documentation covering architecture, metrics accounting, and data
PostgreSQL sources
Docker deployment Stack: Python, FastAPI, PostgreSQL, Redis, DuckDB/Parquet, Docker,
WebSockets, Anthropic API
LLM & RAG integration
Co-Founder / AI Systems Builder Nov 2025 - May 2026
SQL query optimization
Co-Founder / AI Systems Builder, Global
GRPC runner.trade — AI-native trading terminal for prediction markets.
WebSockets Co-founded the company; as CTO, owned system design and development end-to-
end — from initial architecture to production systems.
JS Platform & Architecture
Git Architected and built the core platform with an agent-based AI
infrastructure for real-time market analysis and signal generation
API integration
Designed the agent orchestration layer connecting LLM-driven analysis with
Docker live market data and trader-facing workflows
Real-time data pipelines Led technical decisions across infrastructure, data pipelines, and execution
reliability
Data & Analytics
Languages Developed a significant part of the production codebase, including the real-
time data processing and analytics layer
English Built systems transforming probabilistic market data into actionable trading
Russian insights, with emphasis on speed, automation, and execution clarity
Stack: Python, LLM agents, real-time data pipelines
Ukraine
CTO & Co-Founder / Systems Builder Jun 2024 - Nov 2025
Runner Bot, Лисбоа
Trading analytics and signal platform for crypto markets.
Led the technology side as CTO and lead developer — owning system architecture,
core development, and technical strategy from concept to scale.
Platform & Architecture
Designed and built the platform from scratch: data ingestion, signal
generation, analytics pipelines, and delivery infrastructure — end to end
Built an AI-assisted decision layer for scoring, filtering, and evaluating trading
opportunities in real time
Defined product logic, data flows, and system behavior; led engineering
implementation and set technical standards for the team
Scale & Reliability
Scaled the platform to 200+ trading communities and 120,000+ active
traders, ensuring real-time performance and reliability under high load
Built integrations with crypto market data sources and on-chain
infrastructure (Solana ecosystem)
Traction
Drove the product from concept to traction: secured a Solana Foundation
grant, achieved top placements at hackathons
Stack: Python, real-time data pipelines, Solana RPC
CTO / Lead Developer & Co-Founder Jun 2023 - Apr 2024
BlockPulse Solutions, Global
DeFi infrastructure, trading automation, and on-chain data systems.
Built and led engineering for multiple crypto-native product initiatives; as CTO
and Lead Developer, owned the full technical architecture and hands-on
development across several internal DeFi products.
DeFi Systems
Architected and developed a Uniswap V3 commission farming optimization
system, including position management logic and fee-yield modeling
Built a Solana-based soft market making system covering liquidity provision,
spread management, and on-chain execution efficiency
Designed and implemented risk management architecture and core
execution logic for automated trading strategies
Data & Reliability
Developed on-chain data pipelines and monitoring systems for execution
reliability and real-time strategy performance tracking
Focused on capital efficiency, low-latency execution, and smart contract
interaction reliability
Leadership
Led engineering hiring, code reviews, and team coordination; established
development standards and deployment practices
CTO / Lead Developer & Co-Founder Jan 2022 - Feb 2023
Dellta.io
Dellta — automated platform for crypto–fiat P2P arbitrage across CEXs,
currencies, and regions.
Co-founded the company; as CTO and Lead Developer, owned the full technical
vision and execution — from system architecture to production deployment.
Platform & Algorithms
Architected and built the core platform for multi-market arbitrage discovery:
data ingestion, processing, and delivery layers
Developed dynamic arbitrage algorithms scanning real-time price
discrepancies and FX rates across multiple CEXs and P2P markets
Designed and implemented high-throughput data pipelines ensuring
accuracy, reliability, and low-latency execution
Product & Delivery
Built trader-facing dashboards and APIs translating complex market data
into actionable insights
Led the engineering team through launch and scaling; established code
standards, CI/CD, and monitoring practices
Stack: Python, exchange APIs (CEX/P2P), real-time data pipelines
CTO & Co-Founder Nov 2018 - Sep 2022
FLIIST, Global
FLIIST — consumer social platform for collecting and sharing interest-based lists
(movies, books, games, apps, TV shows).
Co-founded the company; as CTO, owned the entire technology side — from
architecture and initial development to scaling the platform and leading the
engineering team.
Platform & Architecture
Designed and built the platform architecture from scratch (web and mobile)
Built content aggregation and recommendation systems powering
engagement mechanics
Integrated third-party APIs and data sources for movies, books, games, and
TV shows
Scale & Team
Scaled the platform to 30,000+ users, ensuring performance, reliability, and
fast iteration cycles
Hired, led, and mentored the engineering team; established development
processes and code quality standards
Business
Worked closely with the CEO on product strategy, roadmap, and technical
feasibility of new features
Represented the technical side with investors and accelerators, including 500
Startups
Frontend Web Developer Jan 2012 - Aug 2015
ITPromotion LLC, Украина
Web development studio delivering projects for Ukrainian and global businesses.
Worked as part of a web development team; responsible for turning designs into
fast, pixel-perfect, cross-browser web pages across dozens of client projects.
Built responsive, cross-browser layouts (HTML5, CSS3, JavaScript) for 30+
client projects of varying scale and complexity
Translated PSD designs into pixel-perfect, mobile-first markup with
attention to detail and performance
Delivered corporate websites, landing pages, and e-commerce projects for
businesses in Ukraine and international markets
Stack: HTML5, CSS3, JavaScript, WordPress/OpenCart