Nebojsa Dimic
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Nebojsa Dimic Email & Phone Number

Senior Manager for AI and Data Science at PwC
Location: Belgrade, Serbia, Serbia 8 work roles 3 schools
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Current company
PwC
Role
Senior Manager for AI and Data Science
Location
Belgrade, Serbia, Serbia
Company size

Who is Nebojsa Dimic? Overview

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Nebojsa Dimic is listed as Senior Manager for AI and Data Science at PwC, a company with 284983 employees, based in Belgrade, Serbia, Serbia. AeroLeads shows a matched LinkedIn profile for Nebojsa Dimic.

Nebojsa Dimic previously worked as Senior Data Scientist at Civitta and Deep Learning Engineer | Data Science | Python | Java | C++ at Amm Consulting (Ecs Ltd). Nebojsa Dimic holds Master Of Computer Science, Computer Science, Gpa 4.0 from Rice University.

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PwC

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About Nebojsa Dimic

I am Machine Learning and Deep Learning Engineer with 4 years of experience in AI Field of study. I am also a former CRO and quantitative analyst in a BNP Paribas banking group.I have experience in Computer Vision and Natural Language Processing area. I have trained and deployed image classification and object detection models as well sentiment analysis and chatbots using Sequence and Attention models.I have experience in applying supervised and unsupervised machine learning algorithms on banking retail portfolio to increase acceptance rate levels, improve profitability of bank’s retail exposure or make segmentation of clients. Machine learning methods I used we generative and discriminative learning, parametric and non-parametric learning, neural networks, support vectors machine clustering, dimensionality reduction, kernel methods.I trained and placed in bank’s operation following classifiers:• classifier for future IFRS9 strata for new clients to improve long term profitability of bank’s new loan production• classifier for estimating if client will leave nonperforming stage without major collection efforts incurring increase in collection efficiency for 12%.• Creating grating scorecard using neural networks to increase acceptance rate for 5% while maintain risk on same levelI have experience in Python, C/C++ and Java programming languages.I was designing and working with relational and non-relational DBMS like PostgreSQL, MySQL, MongoDB and Neo4j.I have knowledge of working with AWS products as well as working in big data projects using Spark and Hadoop solutions.I was working on software back-end projects (e.g. e-commerce solution), databases and big data projects (e.g. training classifiers on ImageNet dataset).I hold master’s degree in computer science at Rice University (Houston, USA) where I graduated in 2022 with honors, and master’s degree in Statistics and Econometrics at University of Belgrade. I also hold bachelor’s degree in finance.I obtained Financial Risk Manager Certificate issued by Global Association of Risk ProfessionalsSkills: Machine Learning, Deep Learning, Data Structures and Algorithms, Software Design and Construction, Java, C++, Python, Ruby, PostgreSQL, MongoDB, Neo4J, Big Data, Spark, Hadoop, TensorFlow, Keras, JAX, Natural Language Processing, Computer Vision, Data Science, numpy, scikit-learn, Time series analysis, Regression analysis, Derivatives valuation, Data VisualizationI love growing my personal and professional network. Feel free to connect with me at nebojsadimic@hotmail.com

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Nebojsa Dimic's current company

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PwC
Pwc
Senior Manager for AI and Data Science
Belgrade, RS
Website
Employees
284983
AeroLeads page
8 roles

Nebojsa Dimic work experience

A career timeline built from the work history available for this profile.

Senior Manager For Ai And Data Science

Pwc

Belgrade, RS

Senior Data Scientist

Current

Belgrade, Serbia

Jan 2024 - Present

Deep Learning Engineer | Data Science | Python | Java | C++

Amm Consulting (Ecs Ltd)

Belgrade, Serbia

  • Created object detection and image recognition computer vision model for detection of defective manufacture parts with achieved accuracy of more than 94%
  • Developed new NLP-based chatbot using encoder-decoder increasing customer satisfaction for 10%
  • Built NLP solutions for information retrieval and sentiment analysis
  • Created custom NLP pipelines, utilizing deep learning models such as LSTM, Transformer and BERT
  • Designed and developed innovative and production tested RESTful… Show more
  • Designed and developed innovative and production tested RESTful API for verifying bank’s client income versus government databases. Lending time for banks has reduced from days to 10 seconds and eliminated paper income.
Jan 2023 - Nov 2023

Cro | Executive Board Member | Machine Learning | Quantitative Analysis | Data Science | Python

Budapest, Hungary

  • Accomplishments include:
  • Responsible for managing credit, market, and operational risk of a bank
  • Performing risk assessment of transactions and products in large corporate and medium size business domains in various industry sectors. Participated in Credit Committee as veto right holder
  • Participated in M&A process of bank sell-out – initiation, due diligence, preparing proposal of transaction to BNPP group Credit Committee
  • Achieved ECL calculation methodology in framework… Show more Accomplishments include:
  • Achieved ECL calculation methodology in framework of IFRS9 standards, Central bank and BNP Paribas Group requirement
Aug 2018 - Oct 2020

Chief Risk Officer Executive (Cro) | Executive Committee Member | Data Mining | Python | R

Austria

- Established risk management department in start-up company, reaching 100 MEUR of new loan production with NPL rate less than 1% - Obtained proper functioning of risk processes by outsourcing Expert System, Reporting and Anti-fraud activities to ConzorsFinance Bank Germany AG- Created new Expert System (granting, collections, after sales logic)with.

Aug 2016 - Aug 2018

Chief Risk Officer (Cro), Executive Board Member | Market Risk | Derivatives | Statistical Modelling

Serbia

  • Managed corporate risk exposures under BNP Paribas International Banking perimeter of activities with 0 new non-performing loans
  • Participate as risk representative in structuring complex transaction and products for large corporate clients, in various sectors and from different geographies
  • Leading M&A process of bank sell-out – managing relations with potential buyers, initiation, due diligence, preparing transaction proposal for BNP Paribas group level credit committee, follow-up… Show more
  • Leading M&A process of bank sell-out – managing relations with potential buyers, initiation, due diligence, preparing transaction proposal for BNP Paribas group level credit committee, follow-up of transaction
  • Managed bank's FX, liquidity, interest rate risks and risk of financial derivatives and trading portfolio of 100 MEUR
  • Managed portfolio of 1.2 billion EUR comprised of different assets classes Show less
Apr 2011 - Aug 2016

Head Of Retail Risk Management | Scorecard Development | R | Matlab

Belgrade, Serbia

- Drove creation of Retail Risk Management Department; achieved lowest NPL rate on local market- Created and managed Underwriting Center, Scoring Center, Collection Center and Anti Fraud Activities - Evolve scoring models for private individual segment with Gini index higher than 60%

Jan 2006 - Apr 2011

Head Of Market Risk

Belgrade, Serbia

- Managing bank's FX risk, liquidity risk, interstate's rate risk.- Producing models for FX and IR derivation pricing.- Establishing methodology for defining bank's market limits towards counterparty risk

Jan 2004 - Jan 2006
Team & coworkers

Colleagues at PwC

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3 education records

Nebojsa Dimic education

Master Of Statistics And Econometrics, Statistics, Econometrics, Quantitative Analysis

Activities and Societies: Thesis: Stochastic processes in Modeling Negative Interest Rates Dynamics

FAQ

Frequently asked questions about Nebojsa Dimic

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What company does Nebojsa Dimic work for?

Nebojsa Dimic works for PwC.

What is Nebojsa Dimic's role at PwC?

Nebojsa Dimic is listed as Senior Manager for AI and Data Science at PwC.

Where is Nebojsa Dimic based?

Nebojsa Dimic is based in Belgrade, Serbia, Serbia while working with PwC.

What companies has Nebojsa Dimic worked for?

Nebojsa Dimic has worked for Pwc, Civitta, Amm Consulting (Ecs Ltd), Bnp Paribas Personal Finance, and Bnp Paribas.

Who are Nebojsa Dimic's colleagues at PwC?

Nebojsa Dimic's colleagues at PwC include Nitsan Yanovitch, Hamza S. Dawood, Leena Mewara, Angelos Benos, and Saddam Hussein.

How can I contact Nebojsa Dimic?

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What schools did Nebojsa Dimic attend?

Nebojsa Dimic holds Master Of Computer Science, Computer Science, Gpa 4.0 from Rice University.

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