AI Engineering Portfolio

Journey / Timeline

Career path from low-level programming, telecom and enterprise infrastructure to AI, RAG, agents, robotics and IoT.

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1986Assembler

1986

Assembler on 8-bit CPUs

The beginning of low-level programming: limited resources, memory, commands and architecture.

Assembler8-bitMicroshaRK-86

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1991FORTRAN/PASCAL

1991

Engineering software work at MAI Department

Physics and mathematical software, FORTRAN, Pascal and scientific software improvement.

FORTRANPascalScientific software

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1996-2000Telecom/CISCO

1996-2000

Telecom infrastructure for Moscow Exchange

More than 350 remote banks and financial organizations connected to trading infrastructure.

TelecomNetworkingExchangeSecurity

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2001-2002HP / South Africa

2001-2002

Hewlett Packard / South Africa

International enterprise IT experience as Senior Program Engineer.

Hewlett PackardEnterprise ITInternational IT

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2003-2010InfoSec

2003-2010

Information Security and ASP Provider

Secure services and infrastructure for bank trading on the exchange.

InfoSecASPBankingExchange

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2004-2026Linux

2004-2026

Linux and platform administration

Long practical experience with Linux, servers, services and infrastructure.

LinuxAdministrationDevOps

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2010-2026Telegram / IoT

2010-2026

Telegram bots and IoT automation

Bots, automations, integrations and IoT scenarios.

Telegram BotsIoTAutomationPython

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2014-2026Python / AI / CV

2014-2026

Transition to Python, AI and Computer Vision

Transition to Python, image processing and AI pipelines.

PythonAIComputer VisionOpenCV

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2015-2018Industrial AI

2015-2018

First industrial AI projects

AI, Computer Vision and intelligent automation in industrial tasks.

Industrial AIComputer VisionAutomation

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2016Robotics

2016

First robot / OPU for faster cutting

First robotics project for accelerating a manufacturing operation.

RoboticsIndustrial AutomationManufacturing

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2020Dialogue AI

2020

AI-based dialogue systems

AI bots, dialogue interfaces and consultation automation.

ChatbotsAI AssistantsTelegram

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2024RAG / AI Agents

2024

RAG projects and transition to AI agents

RAG, AI agents, secure LLM integrations and applied services.

RAGAI AgentsLLMFastAPI

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2026DevOps AI

2026

ServerPilot AI and DevOps AI

AI assistant for Linux server monitoring, incidents and reports.

LinuxDevOps AITelegram Bots

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2026Secure LLM

2026

AI Privacy Gateway

Secure LLM/RAG integration with privacy and visibility rules.

LLMRAGSecurityPrivacy

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1986

1986

Assembler on 8-bit CPUs

1991

1991

Engineering software work at MAI Department

1996

1996-2000

Telecom infrastructure for Moscow Exchange

2001

2001-2002

Hewlett Packard / South Africa

2003

2003-2010

Information Security and ASP Provider

2004

2004-2026

Linux and platform administration

2010

2010-2026

Telegram bots and IoT automation

2014

2014-2026

Transition to Python, AI and Computer Vision

2015

2015-2018

First industrial AI projects

2016

2016

First robot / OPU for faster cutting

2020

2020

AI-based dialogue systems

2024

2024

RAG projects and transition to AI agents

2026

2026

ServerPilot AI and DevOps AI

2026

2026

AI Privacy Gateway