Владислав

Resume
AI/ML Engineer

Personal data

Name Vladyslav Russu

Email address [open contact info](look above in the "contact info" section)

Phone number [open contact info](look above in the "contact info" section)

City Dudu, Ilfov

Date of birth April 27, 2004

LinkedIn URL [open contact info](look above in the "contact info" section)

Education

Jan. 2021 - Dec. 2025 Bachelor, 122 Computer Science
Odessa National Maritime University, Odesa

Profile

AI Engineer with practical experience in developing and deploying AI systems in production. Worked as the sole
AI specialist in the department, independently making architectural decisionsand leading LLM integration and
GPU-based deployment pipelines. Primary focus: scalable REST APIs, local LLM orchestration, and cost-efficient
inference optimization.

Experience

May 2025 - Apr. 2026 AI Engineer
Overdone
The sole AI engineer responsible for the architecture
and deployment of internal AI systems
Designed an orchestration layer on FastAPI to handle complex
LLM requests
Implemented multimodal inference pipelines (vision model + text
model)
Implemented streaming inference with asynchronous processing.

Deployed AI services in Docker on remote GPU infrastructure
(RunPod)
Optimized inference cost and token consumption without
sacrificing generation quality
Implemented a human-in-the-loop workflow for response
correction and dataset preparation for fine-tuning.
Ensured processing of 150,000+ generations per day on a
constrained GPU infrastructure
Feb. 2025 - Apr. 2025 System Administrator
International Humanitarian University, Odesa
Ensured uninterrupted operation of the university's network and
server infrastructure (LAN/WAN, Wi-Fi, routing, networking
equipment).
Diagnosed and resolved network incidents, optimized performance
and increased fault tolerance.
Configured and administered servers (deployment, updates,
monitoring, backups).
Worked with networking equipment (routers, access points,
switches), including configuration and security auditing.
Provided technical support to staff and students, resolved access
incidents to IT resources.
Maintained and developed the university website (updates,
bug fixes, technical optimization).
Participated in server infrastructure maintenance and hardware
issue resolution.

Skills
Hard Skills Soft Skills

AI & LLM Responsibility
LLM integration (OpenAI, local models, vLLM) Independence
Fine-tuning workflows Systems thinking
Multimodal pipelines Analytical thinking
Prompt optimization
Adaptability
Backend
Python, FastAPI, Asyncio, aiogram Result-oriented

REST API design
Infrastructure
Docker
Linux
RunPod GPU deployment
SQLite / PostgreSQL
Qdrant

Languages

Russian Fluent

English B2