mountek

AI Engineer | Shipped code, trained models, and everything in between. Sharing my journey navigating software engineering, AI tech, and open-source development. Let's build something cool.

London Joined on Jun 1, 2026 https://github.com/mountek

Education

MBA, MSc, BSc

Work

Chief Technologist

Pinned

mountek

Sep 16

Bridging Temporal Machine Sagas and Flowable Human Workflows in BIAN Architectures

#architecture #microservices #backend #java

8 min read

mountek

Jun 14

Predictive Alpha: Pipeline Engineering for Real-Time Machine Learning Inference

#machinelearning #python #quant #systemdesign

5 min read

mountek

Sep 19

Derivatives & Commodities: Options Greeks, Futures Rollovers, and Unified Collateral Pools

#quant #algorithmictrading #options #systemdesign

6 min read

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mountek

Sep 16

Meeting Basel III Traceability via CQRS and Event Sourcing

#architecture #microservices #kafka #java

6 min read

mountek

Sep 16

Enforcing Event Publication Integrity in Financial Microservices

#architecture #microservices #kafka #java

8 min read

mountek

Sep 16

Externalizing Tier-1 Financial Logic via Flowable DMN

#architecture #microservices #java #devops

5 min read

mountek

Sep 12

The Mechanics of Risk: Maintenance Margin, Short-Selling, and Automated Liquidation Logic

#systemdesign #fintech #riskmanagement #backend

5 min read

mountek

Sep 5

Advanced Execution Architectures: Implementing Stop-Limits, Trailing Stops, and Conditional Actions

#systemdesign #algorithmictrading #softwareengineering #fintech

5 min read

mountek

Aug 22

Smart Analytics: Quant Engineering with Finkit and Historical Pipelines

#python #quant #dataanalysis #finance

5 min read

mountek

Aug 15

Conversational FinTech: Building Custom Chat UIs with the Vercel AI SDK Provider

#nextjs #react #vercelai #ai

5 min read

mountek

Aug 8

AI IDEs on Steroids: Supercharging Cursor and Claude with the VecTrade MCP Server

#ai #mcp #cursor #softwareengineering

5 min read

mountek

Aug 1

Python vs. TypeScript: Building Your First Multi-Asset App with VecTrade SDKs

#python #typescript #api #softwareengineering

4 min read

mountek

Jul 25

Terminal-Bound: Engineering a Low-Latency Developer CLI for Multi-Asset Trading

#typescript #cli #terminal #softwareengineering

5 min read

mountek

Jul 18

CI/CD as a Product: Auto-Generating Multi-Language SDKs from OpenAPI Specifications

#devops #cicd #openapi #softwareengineering

5 min read

mountek

Jul 11

The Copy-Trading Matrix: Scaling Real-Time Order Mirroring Across Distributed Graphs

#systemdesign #architecture #fintech #scaling

5 min read

mountek

Jul 4

The Social Feed Engine: High-Throughput Activity Streams and Fan-Out Architectures

#systemdesign #architecture #redis #backend

5 min read

mountek

Jun 23

Architectural War Games: Scaling Multi-Tenant Trading Competitions

#systemdesign #security #redis #devops

5 min read

mountek

Jun 20

Institutional Loggers: Engineering Time-Series Data Warehouses (ClickHouse/QuestDB)

#clickhouse #questdb #timeseries #systemdesign

5 min read

mountek

Jun 16

Hacking the Copilot: Injecting Custom Proprietary Tools into the AI Agent

#ai #llm #systemdesign #softwareengineering

5 min read

mountek

Jun 13

Defensive Algo Design: Error Handling, Backtesting, and Mitigating Simulated Slippage

#algorithmictrading #python #softwareengineering #quant

5 min read

mountek

Jun 11

Event-Driven Algos: Mastering Webhooks and Order Lifecycle Event Triggers

#algorithmictrading #fastapi #security #backend

5 min read

mountek

Jun 9

Building Low-Latency Trading Bots: Architecting Real-Time WebSocket Streams

#algorithmictrading #websockets #systemdesign #latency

4 min read

mountek

Jun 7

From Zero to Algorithmic Execution: Mastering Authentication, Rate Limits, and SDKs

#algorithmictrading #python #typescript #softwareengineering

4 min read

mountek

Jun 1

Hey dev.to community! I’m Mountek, the System Designer at VecTrade.io.

#showdev #architecture #startup #systemdesign

3 min read

mountek

Jun 1

Gamifying Distributed Systems: Designing a Scalable Mission, XP, and Achievement Engine

#systemdesign #architecture #gamification #eventdriven

4 min read

mountek

Jun 1

Engineering an Agentic AI Copilot: Integrating LLMs with 48 FinTech Tools and Autonomous Execution Guardrails

#ai #llm #systemdesign #security

4 min read

mountek

Jun 1

Architecting Portfolio Intelligence: Real-Time P&L and Streaming Analytics at Scale

#systemdesign #backend #redis #architecture

4 min read

mountek

Jun 1

Building a High-Fidelity Market Simulation Engine: Modeling Slippage, Liquidity, and Real-World Friction

#systemdesign #fintech #architecture #backend

4 min read

DEV Community

mountek

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Pinned

Bridging Temporal Machine Sagas and Flowable Human Workflows in BIAN Architectures

Predictive Alpha: Pipeline Engineering for Real-Time Machine Learning Inference

Derivatives & Commodities: Options Greeks, Futures Rollovers, and Unified Collateral Pools

Want to connect with mountek ?

Meeting Basel III Traceability via CQRS and Event Sourcing

Enforcing Event Publication Integrity in Financial Microservices

Externalizing Tier-1 Financial Logic via Flowable DMN

The Mechanics of Risk: Maintenance Margin, Short-Selling, and Automated Liquidation Logic

Advanced Execution Architectures: Implementing Stop-Limits, Trailing Stops, and Conditional Actions

Smart Analytics: Quant Engineering with Finkit and Historical Pipelines

Conversational FinTech: Building Custom Chat UIs with the Vercel AI SDK Provider

AI IDEs on Steroids: Supercharging Cursor and Claude with the VecTrade MCP Server

Python vs. TypeScript: Building Your First Multi-Asset App with VecTrade SDKs

Terminal-Bound: Engineering a Low-Latency Developer CLI for Multi-Asset Trading

CI/CD as a Product: Auto-Generating Multi-Language SDKs from OpenAPI Specifications

The Copy-Trading Matrix: Scaling Real-Time Order Mirroring Across Distributed Graphs

The Social Feed Engine: High-Throughput Activity Streams and Fan-Out Architectures

Architectural War Games: Scaling Multi-Tenant Trading Competitions

Institutional Loggers: Engineering Time-Series Data Warehouses (ClickHouse/QuestDB)

Hacking the Copilot: Injecting Custom Proprietary Tools into the AI Agent

Defensive Algo Design: Error Handling, Backtesting, and Mitigating Simulated Slippage

Event-Driven Algos: Mastering Webhooks and Order Lifecycle Event Triggers

Building Low-Latency Trading Bots: Architecting Real-Time WebSocket Streams

From Zero to Algorithmic Execution: Mastering Authentication, Rate Limits, and SDKs

Hey dev.to community! I’m Mountek, the System Designer at VecTrade.io.

Gamifying Distributed Systems: Designing a Scalable Mission, XP, and Achievement Engine

Engineering an Agentic AI Copilot: Integrating LLMs with 48 FinTech Tools and Autonomous Execution Guardrails

Architecting Portfolio Intelligence: Real-Time P&L and Streaming Analytics at Scale

Building a High-Fidelity Market Simulation Engine: Modeling Slippage, Liquidity, and Real-World Friction