AB Media Solutions · Engineering for Finance, Trading & Legal
We build cost-effective, production-grade platforms — from back-end architecture to AI-powered trading models — for investment firms, legal-tech companies, and logistics operators.
10+
Years engineering
$50M+
Platform valuation
100%+
Trading ROI achieved
<100ms
Transaction latency
Founder / CEO
Hello! I’m Aleks.
Currently, I serve as a CTO for early-stage ventures in fintech, investments, and legal tech. Previously, I worked as a senior IT architect and developer for large-scale logistics and manufacturing companies.
I love building things that work—whether that’s designing cost-effective, production-grade platforms from the ground up or developing AI-powered trading models. My goal is always to create solutions that deliver real value, not just code.
Who we help
Four common patterns we see across finance, legal-tech, and operations — each one benefits from clear systems thinking and pragmatic execution.
You’re an idea leader with a clear vision. You know the product you want to create — but it’s a complex system that requires understanding the big picture and, at the same time, delivering the simplest possible experience for end users.
Our solutionsWe walk the whole way together: from inception to a fully functioning product at scale — including funding readiness, promotion, and go-to-market execution.
You’re extremely good at your job, but the scale is getting out of hand.
Our solutionsWe build a system to automate and unify processes — in multiple iterations, without a detailed requirements document at the start (just your vision and expertise). The result becomes an internal solution used across departments — and sometimes even by clients.
You lead the company and need a solution in a specific area — but the problem can’t be solved fast with internal resources.
Our solutionsWe review requirements, industry, and best practices; design and develop the system; then teach your team how to use it — and stay in touch for support and upgrades.
You have connections and/or interests in many areas and businesses. You keep multiple projects in mind — sometimes across very different industries.
Our solutionsWe provide advice, reviews, and fast, precise feedback: how to solve a problem, what to fix in the current solution, or an audit with a roadmap to move to the next level.
What we do
Whether you need a system designed from scratch or an existing platform scaled to the next order of magnitude, we take end-to-end accountability — architecture, code, infrastructure, and results.
Monolithic and distributed systems designed for reliability and long-term scalability. Infrastructure, routing, reverse-proxy, and deployment pipelines included.
Deep reinforcement learning models, DQL strategies, backtesting frameworks, and live execution pipelines. Custom exchange libraries for multiple venues.
End-to-end data pipelines — from multi-source ingestion and ETL orchestration to reporting dashboards and analyst views — delivering the right data on time.
Scheduling algorithms and operations research solutions for complex logistics. Multi-stage optimization with 100M+ parameter models for real-world constraints.
Production Python/Django, C#/.NET, and SQL systems. API design, caching layers, safe trade execution pipelines, and low-latency data routing.
Selected work
Every engagement is hands-on. We design, build, and own delivery — not hand off a spec.
Full-stack platform built from zero to production connecting investors with lawyers on class-action financial suits. Includes AI-powered data collection, SEC-report bots, infrastructure setup, integrations with Papertrail, Amplitude, and Sentry, and a team of back-end developers led in-house.
Club-style platform for algo-traders with a deep Q-learning model for ETHUSDT and BTCUSDT. Built the full back-end, database, execution pipeline, and exchange integrations. Handles multiple accounts simultaneously across multiple venues.
End-to-end crypto trading platform with custom exchange libraries, backtesting and forward-testing pipelines, strategy and subscription database, and a notification system for market events. Built alongside professional traders.
Multi-stage optimization models for scheduling railway orders across complex operational constraints. Maintenance and production scheduling systems with 100M+ parameters, delivering measurable cost savings from month one.
Full analytical system for US biotech coverage with multi-source data bots (APIs, RSS, scraping), ETL orchestration, SQL reporting views, and daily market recalculation procedures. Used daily by analyst teams for investment decisions.
Technology
Chosen for performance and longevity — not trends. Every tool earns its place in production.
Languages
Frameworks & Databases
Infrastructure & AI
Industries
Get in touch
Tell us what you're working on. We'll respond within one business day to discuss scope, timeline, and fit.