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Rubix Code DOO

Nikola  J. logo

Nikola J.

Not available

AI Engineer @ Rubix Code DOO

Senior
Seniority
GMT+01:00, Novi Sad , Serbia
Location & Timezone
$80 - $104/hr
Average Hourly Rate
Serbian, English
Languages

Top skills

Python
PyTorch
Docker
SQL
Git

About

Excelling in highly-customized ML systems modeling, optimizing research for productionization.

Top skills

Verified by Pangea.ai due diligence

Top SkillsCurrent UsageSeniority
Python
20%3 years
PyTorch
20%3 years
Docker
20%3 years
SQL
20%3 years
Git
20%3 years

All skills

Roles and tools, to bring ideas to life and create meaningful experiences

AI & ML Solutions
Conversational AI
ChatGPT
IoT & Smart Devices

Professional experience

Explore a curated selection of projects highlighting Nikola J.'s expertise and experience. Each project aims to showcase challenges, solutions, and the final outcome, along with the tools and technologies used.

Under MNDA
United Nations Development Programme — AI engineer/Consultant
- Designed and led the development of vision foundation model-based mammography classification/risk prediction - Led on-premise deployment of mammography AI API - Supporting interaction with client data storage and web application.
AI & ML Solutions
Web Apps
Conversational AI
ChatGPT
Website Design
+30

Under MNDA
Institute for AI R&D of Serbia — Research Engineer
- Co-led design and development of a first radiologist-visual-Turing-test passing diffusion model ensemble (MAMBO) for high-resolution mammogram generation - Applied scaled parameter efficient extended self-supervised learning (SSL) pretraining across 6 A100 GPUs using PyTorch FSDP to adapt DINOv2 backbone for medical use case - Developed SetTransformer-based flow-matching in SLL representation space for synthesizing sets of embeddings to augment data for training of models with weak supervision - Successfully pitched PoC ideas for securing funds.
AI & ML Solutions
Conversational AI
IoT & Smart Devices
Databases
HealthTech
+14

Under MNDA
Diffine — R&D Engineer
Designed and deployed a dockerized 3D CNN-based instance segmentation inference pipeline
AI & ML Solutions
Web Apps
Conversational AI
ChatGPT
Databases
+13

Preferred tools

View the preferred tools and apps used by Nikola J. to assess compatibility and alignment.

Git
Git
Azure
Azure
Bitbucket
Bitbucket
Confluence
Confluence
Discord
Discord
Dropbox
Dropbox
Figma
Figma
Firebase
Firebase
Github
Github
Gitlab
Gitlab
Google Chat
Google Chat
Google Drive
Google Drive
Google Keep
Google Keep
Google Meet
Google Meet
Google Tasks
Google Tasks
Jira
Jira
Microsoft
Microsoft
Microsoft Office Online
Microsoft Office Online
Microsoft OneNote
Microsoft OneNote
Microsoft Teams
Microsoft Teams
OneDrive
OneDrive
Skype
Skype
Slack
Slack
Slack Huddle
Slack Huddle
Zoom
Zoom

Career highlights

Discover Nikola J.’s professional journey, including employment history, certifications, and educational background.

AI engineer/Consultant
AI engineer/Consultant
United Nations Development Programme2024 - 2025
Designed and led the development of vision foundation model-based mammography classification/risk prediction. Led on-premise deployment of mammography AI API. Supporting interaction with client data storage and web application.
Research Engineer
Research Engineer
Institute for AI R&D of Serbia2023 - pressent
Co-led design and development of a first radiologist-visual-Turing-test passing diffusion model ensemble (MAMBO) for high-resolution mammogram generation. Applied scaled parameter efficient extended self-supervised learning (SSL) pretraining across 6 A100 GPUs using PyTorch FSDP to adapt DINOv2 backbone for medical use case.
R&D Engineer
R&D Engineer
Diffine2022 - 2023
Designed and deployed a dockerized 3D CNN-based instance segmentation inference pipeline.

Testimonials

Petar Živković, COO @ Rubix Code DOO

Rubix Code DOO

Verified Testimonial

Nikola is our data master. A positive attitude and thinking always brightens up the atmosphere in a meeting.

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