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Vladimir Vlado

@vladimirvlado

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Data scientist and AI engineer specializing in predictive models.

Bosnia and Herzegovina

Message

What I'm looking for

I seek data/AI roles where I can build and deploy production ML models, work with cloud/MLOps, contribute to impactful products, and grow technical leadership in a collaborative, compliance-minded team.

I am a data scientist and AI engineer with hands-on experience building credit risk models, deep learning computer vision systems, and end-to-end ML pipelines. I have implemented regulatory-compliant models (Basel II/III, IFRS 9), deployed models on cloud platforms, and automated model development and monitoring to improve efficiency.

I bring a background in electrical engineering and IC layout, strong Python and C++ development skills, and experience with MLOps tools like Docker, MLflow, DVC, and AWS SageMaker. My projects include face recognition, signature extraction, trading bots, predictive maintenance, recommendation systems, and web applications developed with Django and PostgreSQL.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

UniCredit Bank

Jan 2025 - Present (9 months)

Developed, validated, and maintained credit risk models (PD, LGD, EAD) using machine learning and econometric techniques to support decision-making and ensure compliance with Basel II/III and IFRS 9.

Python SQL scikit learn XGBoost LightGBM Oracle Power BI Validation Regulatory Compliance

Software Developer / AI Engineer

Muehlbauer

Sep 2023 - Jan 2025 (1 year 4 months)

Developed and trained neural networks for computer vision projects including real-time face recognition, signature extraction, and a C++ document reader system to improve authentication and data extraction workflows.

Python C++OpenCV OpenVINO PyTorch TensorFlow Computer Vision Deep Learning

Data Analyst / Data Scientist

Python Dev Center

Aug 2022 - Sep 2023 (1 year 1 month)

Built trading bots and stock price prediction models, performed data cleaning and analysis, and produced visualizations to inform trading strategies while deploying models on AWS and GCP.

Python Pandas NumPy scikit learn TensorFlow Matplotlib SQL AWS GCP)

Analog/RF IC Layout Engineer

Elsys Eastern Europe

Feb 2022 - Aug 2022 (6 months)

Performed analog and digital IC physical design in 55nm technology including mask design, LVS, DRC, PEX, and floorplanning using Cadence Virtuoso while applying matching and noise isolation techniques.

IC Layout LVS PEX 55nm Technology Mask Design Parasitic Extraction

Backend Developer

Python Dev Center

Developed a web application and interactive PDF reader for managing chess literature, improving accessibility and user experience for chess enthusiasts using Django and PostgreSQL.

Django PostgreSQL Docker Python Web Development REST APIs CI CD

Education

Degrees, certifications, and relevant coursework

University of Banja Luka, Faculty of Electrical Engineering

Bachelor of Engineering, Electrical Engineering

2016 - 2022

Activities and societies: Faculty projects: predictive maintenance model, recommendation system, web scraping and Power BI dashboards, image recognition using CNNs, SQL analysis of video game sales.

Bachelor's degree in electrical engineering with coursework and projects in predictive maintenance, recommendation systems, web scraping, and image recognition completed between 2016 and 2022.