IdeasSystemsImpact

Vladyslav Benkovskyi

Staff Data-Intensive
Backend Engineer

pythongolangai pipelinesdistributed systemsfintech

Scalable
Systems
Real-world
Data
AI
Applications
Fintech
Impact

Let's talk View my work

About

I build data-intensive
systems that scale
businesses.

I'm a Staff Backend Engineer with 10+ years of experience building high-load, data-intensive systems in fintech and beyond. I design and deliver reliable, scalable platforms that turn complex data into real business value.

10+: Years of
Experience
20+: Projects
Delivered
High-load: Production
Systems
Global: Remote
Collaboration

Expertise

View all skills

End-to-end backend systems
for real-world impact.

"Tools change.
Good systems
last."

Scalable
Reliable
Secure
Impactful

FastAPI • Django
AsyncIO • Pydantic
SQLAlchemy • Alembic
High-performance APIs

gRPC • Gin
Microservices
Concurrent systems
Performance & reliability

RAG pipelines
Data processing • MLOps
Vector databases
Real-world AI applications

Kafka • ClickHouse • PostgreSQL
Event-driven architectures
Data pipelines • CDC
Consistency & scalability

Payments • Ledgers • KYC
Regulatory compliance
High-load financial systems
Secure & reliable platforms

AWS • GCP • Docker • Kubernetes
Infrastructure as code
Monitoring & observability
CI/CD • Reliable deployments

Selected work

Selected work.
Real systems. Real impact.

tacticstrade.ai Production

Dashboard Strategies Backtests Markets Datasets AI Assistant Reports Settings

Equity Curve All Markets

Total Return+237.42% 1D1W1M1YAll

30%20%10%0%

Jan '23May '23Sep '23Jan '24May '24

Sharpe Ratio1.82 Max Drawdown-18.7% Win Rate62.3% Profit Factor2.41

tacticstrade.ai

AI-first backtesting and research platform for crypto and prediction markets. Test any strategy on historical data and turn the result into an edge.

Rust
Python
ClickHouse
Trading

View project

Layerbridge Production

SDKs Python Rust C .NET · TS · JVM

ContractSnapshot

ReconnectOutbox

LayerbridgePolyglot Event Bridge

IdempotencyLease

RPC → FAFCDC

Transports & CDC AMQP Kafka Redis Postgres WAL

Layerbridge

Polyglot event bridge — one Bridge API and one wire contract across six language SDKs, over AMQP, Kafka or Redis, with infinite reconnect and a shared outbox.

Python
Rust
C
Event-driven

View project

claudebase Production

Channels Telegram Voice Callbacks Agent ↔ Agent

Retrieval Books

›

Memory Insights

›

Cognition Self-check

Toolkit Agents Skills Rules Hooks

Single Rust binary · local-first

claudebase

Local infrastructure for LLM agents: hybrid retrieval over your books, cross-session memory, and a daemon that reaches agents over Telegram, callbacks and each other.

Rust
SQLite
RAG
Agents

View project

Experience

A proven track record.

From early-stage to large-scale systems, always focused on impact.

2024 — Present Staff Data-Intensive Backend EngineerTacticstrade.ai · Fintech Neo-banking platform architecture, then sole backend owner of an AI prediction-market platform.
2019 — 2024 Senior Backend EngineerPayments · Gaming · ML Integrations with 40+ payment providers and banks, custodial ledgers, and ETL for ML-heavy products.
2017 — 2018 Middle DeveloperProject-based Schemas, APIs, background jobs and async transaction logic for client products.
2015 — 2017 Junior DeveloperEarly career Backend systems across healthcare, e-commerce and trading.

Let's connect

Let's build something
meaningful together.

I'm open to staff-level opportunities, interesting projects and conversations about systems, data and impact.

Get in touch View resume

GeezerVison

Vladyslav Benkovskyi

I build data-intensivesystems that scalebusinesses.

End-to-end backend systemsfor real-world impact.

Selected work.Real systems. Real impact.

tacticstrade.ai

Layerbridge

claudebase

A proven track record.

Let's build somethingmeaningful together.

I build data-intensive
systems that scale
businesses.

End-to-end backend systems
for real-world impact.

Selected work.
Real systems. Real impact.

Let's build something
meaningful together.