Peter Ljubič Email & Phone Number

Ljubljana, Slovenia

Consulting company board and owners on AI strategy and potential use-cases.Working on predictive analytics projects using machine learning techniques for several projects which include:- next best offer to target right customers with right products for up-sell and cross-sell purposes- fraud detection for car and other types of insurances- automating claims and other customer-related processes- finding most likely customers for marketing and CRM purposesTools-wise… Show more Consulting company board and owners on AI strategy and potential use-cases.Working on predictive analytics projects using machine learning techniques for several projects which include:- next best offer to target right customers with right products for up-sell and cross-sell purposes- fraud detection for car and other types of insurances- automating claims and other customer-related processes- finding most likely customers for marketing and CRM purposesTools-wise mainly python/pandas/scikit-learn/jupyter-lab is used combined with SQL/Netezza for data preparation and Tableau for fast data inspection.Other tasks include:- building various reports using SQL/Excel, MicroStrategy, and Tableau for marketing, sales and CRM- data quality checks and reporting- finding potential customers for marketing- preparing tutorials on BI and AI to increase awareness of the data-driven decisions Show less

Ljubljana, Slovenia

On the daily basis the following tasks are performed:- predicting daily sales in order to reduce overstocking and out-of-stock occurrences- predicting discounted sales quantities using advanced machine learning techniques- calculating distribution of SKUs into 500 shops- predicting sales for newly opened or renewed stores (HM Šiška, SM Koseze, SM Lesce, etc.)- preparing stock related reports (e.g. out-of-stock report, etc.)- calculating SKU replacements and complementary… Show more On the daily basis the following tasks are performed:- predicting daily sales in order to reduce overstocking and out-of-stock occurrences- predicting discounted sales quantities using advanced machine learning techniques- calculating distribution of SKUs into 500 shops- predicting sales for newly opened or renewed stores (HM Šiška, SM Koseze, SM Lesce, etc.)- preparing stock related reports (e.g. out-of-stock report, etc.)- calculating SKU replacements and complementary SKUs- etc. Show less

Ljubljana, Slovenia

Using statistical and computer science tools in order to:+ prepare various reports for top management+ predict sales of fresh SKUs+ detecting fraud using loyalty card+ detecting specific customers, e.g. customers with children aged between 3 and 5 for marketing purposes+ automatic construction of customer decision trees+ finding erroneous data in data warehouse+ various visualizations+ etc.Tools: Oracle SQL, python, Tableau, gnuplot, Linux command line… Show more Using statistical and computer science tools in order to:+ prepare various reports for top management+ predict sales of fresh SKUs+ detecting fraud using loyalty card+ detecting specific customers, e.g. customers with children aged between 3 and 5 for marketing purposes+ automatic construction of customer decision trees+ finding erroneous data in data warehouse+ various visualizations+ etc.Tools: Oracle SQL, python, Tableau, gnuplot, Linux command line data preparation tools (awk, sed), Weka, etc. Show less

trying to merge web and data mining techniques:- developing web site analytics tools, such as web recommender system aliiike.com- helping at videolectures.net website with Django- developing and promoting news aggregator, times.si

Worked at Pro Plus OnLine department as developer team lead on LAMP platform developing websites for CME, such as 24ur.com, dnevnik.hr, 1plus1.ua; developing billing part of the video on demand system; developed OpenId login for above mentioned sites; minor tasks, such as optimizing SQLs, detecting spam comments, etc.

Self employed working mainly for:- Jozef Stefan Institute, obtaining data for www.ist-world.com- Pro Plus d.o.o., OnLine department, leading team on implementations of 24ur.com, dnevnik.hr, news.1plus1.ua sites

Research assistant collaborating on several data mining and machine learning projects funded by European Commission. Some examples or research:+ Mining 21 years of UK traffic accident data+ Developing methods for determining properties of molecules from its structure, mainly on QSAR dataset+ Predicting sea-water deterioration in Venice laguna+ Use of social network analysis and text-mining tools for solving the problem of assembling so-called virtual organisation comprised of… Show more Research assistant collaborating on several data mining and machine learning projects funded by European Commission. Some examples or research:+ Mining 21 years of UK traffic accident data+ Developing methods for determining properties of molecules from its structure, mainly on QSAR dataset+ Predicting sea-water deterioration in Venice laguna+ Use of social network analysis and text-mining tools for solving the problem of assembling so-called virtual organisation comprised of individuals and companies that can successfully finish a given task+ Developed a novel method for building polynomial equations for prediction purposes (CIPER)+ Use of CIPER for predicting real-estate price to estimate value for taxing purposes+ Assistant on Postgraduate school of JSI Show less

Setting testing and development infrastructure using IMB Rational tools.

Developing applications (such as workflows) for MS Exchange platform for ABanka, Slovenian bank using MS Visual C++; developing ASP (dynamic web) applications

Bsc, Computer Science

Computer Science

Computer Science

Computer Science