BLOG

Compressing market chaos into executable architecture.

Product Manager — Core Systems & Product Architecture
Backed by a Computer Engineering background and 8+ years in the tech industry. I design the logic, systems, and underlying mechanics that dictate how platforms scale

[ LINKEDIN ] [ MAIL ]

OPERATING AT THE INTERSECTION OF DIGITAL BUSINESS MECHANICS

Structuring the physics of digital platforms

Building scalable products demands a rigorous translation of market psychology into technical architecture. I design the overarching logic that dictates how a product operates and scales.

1. [ STRATEGY ] Direction & Logic
2. [ PRODUCT ] Value & Utility
3. [ OPERATIONS ] Structure & Process
4. [ MOMENTUM ] Execution & Speed
5. [ STRUCTURE ] Systems & Internal Logic
6. [ CLARITY ] Simplifying Complexity & Focus

End-to-End Product Lifecycle

Taking absolute ownership of the timeline—from initial UI/UX logic to technical scoping and final deployment.

Multi-sided Ecosystems

Designing mechanics for complex platforms involving multiple user bases, vendors, and API integrations.

Strategic Growth

Aligning technical infrastructure directly with user acquisition, payment flows, and market expansion.

Algorithmic Logic

Structuring recommendation engines, search infrastructure, and data-driven pairing mechanisms.

Financial Mechanics

Designing secure payment workflows, subscription logic, and complex marketplace commission architectures.

Scalable Infrastructure

Bridging the gap between business requirements and microservice logic to ensure frictionless user load handling.

Data Telemetry

Implementing strict tracking and analytics architectures to translate raw user behavior into executable product momentum.

[ ARCHIVE ]
[ FILE_01 ]

Ecosystem Tokenization

Orchestrating product logic and business operations for an RWA ecosystem, bridging digital assets with sustainable physical resources.

[ FILE_02 ]

Scale & Acquisition

Directed product flows for a US-based social platform, directly enabling the acquisition of 20,000+ active users within a 30-day window.

[ FILE_03 ]

B2B2C Marketplace

Architected a multi-sided fashion-tech platform integrating AI and complex logistics. Negotiated and onboarded 50+ vendors to establish initial marketplace liquidity.

> Web3 & Tokenomics Logic
> Complex Payment Gateway Routing
> API Aggregation & B2B Logistics
> High-Stress System Resilience
> Agile Product Orchestration
> AI System Orchestration & Prompting
[ END_OF_FILE ]

Bakar Chokharadze

Product Manager — Core Systems & Product Architecture