AI Engineer

I am a software engineer building AI systems
that behave within
rules — not guesses.

AI doesn't make decisions in my systems — it assists them. The system owns the logic. The engineer owns the system.

I build systems where decisions are defined — not generated. :)

Current Focus

AI Systems

LLM Agents

Decision Engines

Approach

Deterministic, not probabilistic

Human-in-the-loop by default

Every decision is traceable

FIND ME ON

PINNED WORK

Agent-based support ticket processing system with deterministic FSM, policy checks, and LLM-assisted triage.

PythonStreamlitPsycopg2-binaryPandasPython-dotenvGoogle-genai

CV Review Agent

Multi-agent CV review system — Recruiter, Tech, and Coach agents evaluate in parallel, Orchestrator delivers the final verdict.

LangChainFastAPINext.jsSQLite

AI-powered Gmail agent that reads, evaluates, and auto-replies to emails using an LLM.

PythonStreamlitPsycopg2Pandaspython-dotenvGoogle Generative AI (Gemini)Gmail API

Latest Writing

The Potential Relationship Between Artificial Intelligence and Blockchain

The Potential Relationship Between Artificial Intelligence and Blockchain

Explore the complex and often conflicting relationship between Artificial Intelligence and Blockchain technology. This post delves into how AI's data-driven nature clashes with Blockchain's immutable data principles, questioning the feasibility of their integration for secure data solutions.

Differences Between NumPy Arrays and Python Lists and Why They Matter

Python's 30-Year Legacy: Is the GIL Departing or Devolving? A Deep Dive into an Engineering Trade-off

ProgrammingNis 2026· 7 dk

Python's 30-Year Legacy: Is the GIL Departing or Devolving? A Deep Dive into an Engineering Trade-off

Is the GIL leaving Python? Explore the impact of PEP 703 and sub-interpreters on parallel programming, and discover how these innovations are reshaping the future of CPython and the engineering world.

Tech Stack

Core Engineering

Python
Java • C / C#
TypeScript

AI & GenAI

LangChain
LLM Orchestration
Model APIs

Backend Architecture

FastAPI
PostgreSQL
Redis
PL/SQL
Django

Modern Frontend

Next.js 14
Tailwind CSS
shadcn/ui

MLOps & Cloud

Docker
Hetzner Cloud
MLflow
CI/CD

Data Science & ML

PyTorch • Scikit-Learn • Tree-Based Models • Pandas

Blockchain

Solidity
Ruby
ERC/BEP Standards
Web3.js

Game Development

Unity
Game Engine SDKs
Shader Lab

Let's build something
that actually works
in production.

Open to: contribute any project · contract · collaboration

→ LinkedIn → GitHub