oleg-vdv

Master of Technical Sciences and university lecturer in Information Protection. I specialize in infocommunication systems, cybersecurity, and the applied use of LLMs. Passionate about software develop

Казахстан, Алматы Joined on Jul 17, 2026 https://github.com/oleg-vdv

Education

Master of Technical Sciences in Infocommunication Technologies and Communication Systems.

Work

Lecturer at the University Department of Information Protection.

oleg-vdv

Nov 6

My SOC triage model had 0 false escalations. On real alerts it had 39 out of 100.

#security #machinelearning #opensource #llm

4 min read

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Hacktoberfest Open-Source AI Challenge: Ghost in the Machine Submission 👻🌼

oleg-vdv

Oct 31

Gemma added a generation that never lived. My code turned it into a ghost.

#devchallenge #hf26challenge #gemma #opensource

7 min read

Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Submission 🦥

oleg-vdv

Oct 21

114,000 Kazakhs got a letter from the tax office. A local Gemma answers most of it for you.

#devchallenge #hf26challenge #ai #opensource

6 min read

oleg-vdv

Oct 20

I asked local LLMs to help my grandmother - and they helped her pay a scammer

#ai #security #llm #machinelearning

5 min read

Kaggle Benchmarking Challenge Submission

oleg-vdv

Oct 6

Every LLM I tested would help my mother prepay a fake OLX seller

#devchallenge #kagglechallenge #ai #machinelearning

11 min read

Sanity Challenge Path Two Submission

oleg-vdv

Sep 19

The move the agent is not allowed to make

#devchallenge #sanitychallenge #sanity #ai

9 min read

Sanity Challenge Path One Submission

oleg-vdv

Sep 19

ClauseWatch: an agent that refuses to give you one number

#devchallenge #sanitychallenge #sanity #ai

12 min read

oleg-vdv

Sep 14

I tried to forge my own AI agent's audit log

#ai #python #opensource #security

5 min read

oleg-vdv

Sep 5

"Nobody is watching the n8n instance on your developer's laptop"

#security #devops #go #opensource

4 min read

oleg-vdv

Sep 1

"Your company banned ChatGPT. There's a third option."

#ai #security #privacy #python

4 min read

oleg-vdv

Jul 24

From Infrastructure to Open Source: Lessons Learned Building 4 Security & Automation Tools

#ai #opensource #devops #security

2 min read

oleg-vdv

Jul 17

The post-quantum deadlines are closer than your roadmap thinks — so I built a CBOM scanner

#security #opensource #node #cryptography

3 min read

DEV Community

oleg-vdv

4 Week Community Wellness Streak

Kaggle Benchmarking Challenge Completion

Hacktoberfest 2026 Challenge Completion

Sanity Challenge Completion

2 Week Community Wellness Streak

1 Week Community Wellness Streak

Writing Debut

Organizations

SYSDEF INTELLIGENCE

Skills/Languages

Currently learning

Currently hacking on

Available for

My SOC triage model had 0 false escalations. On real alerts it had 39 out of 100.

Want to connect with oleg-vdv?

Gemma added a generation that never lived. My code turned it into a ghost.

114,000 Kazakhs got a letter from the tax office. A local Gemma answers most of it for you.

I asked local LLMs to help my grandmother - and they helped her pay a scammer

Every LLM I tested would help my mother prepay a fake OLX seller

The move the agent is not allowed to make

ClauseWatch: an agent that refuses to give you one number

I tried to forge my own AI agent's audit log

"Nobody is watching the n8n instance on your developer's laptop"

"Your company banned ChatGPT. There's a third option."

From Infrastructure to Open Source: Lessons Learned Building 4 Security & Automation Tools

The post-quantum deadlines are closer than your roadmap thinks — so I built a CBOM scanner