About

Work Experience

• Senior Data Scientist, GridDynamics

  Jan, 2021 - Present

  Design and implement new solutions with focus on predictive analytics. Run projects in NLP domain using newest machine learning technologies.

  • Data Modeling · Analytics · Artificial Neural Networks · PyTorch · Keras · TensorFlow

• Advisory Board Member, Serbian AI Society

  Feb, 2020 - Jan, 20221 year 11 months

  Serbian AI Society is being launched in Serbia by the most prominent people in artificial intelligence, with one goal - networking and strengthening the domestic AI scene. The aim of this organization is to bring together all stakeholders dealing with this subject which will contribute to the presence and growth of artificial intelligence in Serbia.

  • AI · Growth · Networking · Strength · Serbia

• AI Software Developer, Devtech

  Feb, 2019 - Jan, 20211 year 11 months

  Lead AI team, mentor and drive AI efforts. Develop PoC solutions for the projects by adding AI components.

  • AI · Data · Mentoring · PoC · Project Management

• Machine Learning Team Lead, Selerant

  Jan, 2016 - Feb, 20193 years 1 month

  Manage state-of-the-art machine learning tasks for text segmentation and classification. Shape product features according to the business requirements.

  • Text classification · Semantic search · PoC · Project Management

• Data Miner, Telenor

  Dec, 2013 - Dec, 20152 years

  Develop different up-sell, cross-sell and churn models. Support risk models development. Accountable for segmentation, customer lifetime value calculation.

  • Customer classification · Credit risk · NPS scoring

Projects Experience

• Applying classification methods on N-gram genome analysis

  Mar, 2008 - Dec, 20102 years 9 months

  Scientific thesis in the field of bioinformatics using machine learning and data mining techniques - identification of genomic islands using the N-gram statistical behavior on the particular regions of the genome sequence.

  • Magister thesis · Research project

• Email classification into Business and Personal categories

  Jan, 2021 - Jun, 20221 year 5 months

  Classifying email messages with mixed content to Business/Personal categories.

  • Text classification · BERT embeddings · Tf-Idf · Tensorflow · Research project

• Hierarchical Multilabel Document Classification

  May, 2017 - Dec, 20192 years 7 months

  Assigning textual data to categories with complex hierarchical structure and distribution.

  • Document classification · Product attributes detection · Multilabel stratified sampling

• Health-Care Search & Answer

  Mar, 2021 - Sep, 20216 months

  Applying advanced search algorithms to retrieve relevant search results. Experiment with different Q&A modeling techniques to provide relevant answer.

  • Text similarity · Extreme classification · Q&A · Transformers · Transfer learning · BERT modeling · BioASQ

• HR - Analytics

  Mar, 2022 - Dec, 20229 months

  Extracting candidate attributes from the resume using machine learning techniques. Find similarity between candidate resume and position description. Compute demand time for opened positions.

  • Named Entity Recognition · Text similarity · Transformers · BERT modeling · Regression

• SRPOL

  Jul, 2022 - Dec, 20225 months

  Create a word sentiment lexicon and complete framework to calculate sentiment strength for a given text writen in Serbian language.

  • Word lexicon · Contextual sentiment triggers · Text segmentation · Sentiment strength

• Semantic Query Parsing

  Jan, 2022 - Oct, 20229 months

  Parse search queries to understand user search intention using historical data and user search preferences. Apply advanced methods for the semantic parsing to improve the relevance of the required search results.

  • Query Understanding · Intention Modeling · Information Extraction · Synthetic Query Generation · Semantic Similarity

Skills

Education

Certificates

Publications

Interests