01/2021 →.
BI Developer
Bornfight
System Architect / Data Engineer/ BI Analyst / Python Developer / Data Lead
- Designing and developing an entire BI system from scratch
- Constructing and maintaining the data model and infromation marts
- Managing Google Cloud projects and services
- Integrating data sources using python and APIs
- Implementing and tracking KPIs in Goolge BigQuery
- Insights generation, data visualisation using Google Data Studio
- Building DQ assertions, managing and monitoring the BI environments
- Google Cloud Platform, Python, Dataform, DataVault, BigQuery, Cloud Functions, Github
03/2019 →.
Head of Data Science
Koios Consulting
Project Manager / Team Leader/ DevOps Engineer / Python Developer / Lecturer & Presenter
- Managing a team of ambitious and forward-thinking individuals
- Deciding which tasks to take on; Managing phases and goals
- Agile dev processes; Ops support; Infrastructure design
- Structured & unstructured data scraping, extraction and mining
- Building statistical models and predictive ML algorithms
- Data analisys and visualisation; Inferring and presenting insights
- Establishing a knowledge-transfer system; Python & finance lecturing; Designing open data workshops; Competition holding
- Python, Azure DevOps, Git, Tableau, Qlik Senese
10/2017 →.
BI Consultant@PBZ
Koios Consulting
Data Warehouse Administrator: Production Supervisor / Migration & integration Specialist / Optimization Specialist
- Maintaining production databases and systems
- 24h on-call emergency response for time-critical processes
- Oracle workflow & regulatory reporting supervision
- Database migration & integration support; Site fail-over testing
- Optimizing and maintaining ETL processes for the entire Financial DW
- Oracle db, Oracle Data Integrator, IBM Cognos 11, Toad for Oracle 12
04/2017 →.
BI Consultant@PBZ
Koios Consulting
Internal Rate-Based Project: Lead Developer / Business Analyst / Data Engineer
- Designing and developing an internal rate-based approach to credit scoring models
- Business requirements analysis; Project activities & resources planning
- Data & systems integration; Support infrastructure design
- Data quality and data consistency proofing
- Ad-hoc data querying; Developing automated reports
- Oracle db, Oracle Data Integrator, Oracle Warehouse Builder, Toad for Oracle 12
09/2016 → 04/2017
BI Consultant@PBZ
Koios Consulting
Early Warning System Implementation: PL/SQL Developer / Analyst
- Creating a substrate for calculating PCEM parameters
- Analyzing credit risk and exposure; Detecting, alerting and monitoring of NPLs
- Finding financial causal agents to cease settlement
- Automating client-side communication protocols
- Assessing pre-workout & workout model sustainability
- Oracle db, Oracle Warehouse Builder, Toad for Oracle 11
05/2015 → 08/2016
BI Consultant@PBZ
Koios Consulting
Retail LGD Project: Data Engineer / PL/SQL Developer / Analyst
- Designing and optimizing business processes for Retail LGD models
- Detecting defaulted & at-risk clinets; Calculating risk categories & credit ratings
- Tracking debt, exposure and cash flows; Developing an exposure monitoring system
- Developing collateral base & asset allocation system
- Creating analytic batch tables for Credit Risk Management
- Oracle db, Oracle Warehouse Builder, Toad for Oracle 11, Deloitte Finevare
03/2015 → 05/2015
BI Consultant@PBZ
Koios Consulting
Top-Up Project: Data Engineer
- Analyzing financial parameters, payments and consumer habits for performing clients
- Modeling a system to get the best refinancing delas for all existing client placements
- Creating a foundation for the Customer Relationship Management application
- Modifying and extending existing models; Automating and optimizing ETL processes
- Oracle db, Toad for Oracle 11
07/2008 → 09/2008
Student Work Experience
Adria Electronic
Error Handling System: Junior C Developer
- Recognizing hardware errors (communication failures, interference issues) and bottlenecks in smart room control panel operations
- Collecting, categorizing and logging issues and errors
- Issuing warnings, error handling
- Reporting external device malfunctions
Courses & Workshops
BI Consultant
Koios Consulting
Workshops:
- 07/2019 - Soft skills training @ Koios Consulting
- 09/2016 - IBM DataStage @ IBM Zagreb
- 03/2016 - IBM Watson Analytics Studio @ IBM Ljubljana
- 05/2015 - IBM Informix & Bluemix @ IBM Southampton
Certificates:
- 02/2019 - Complete Python Bootcamp
- 11/2018 - Python from A-Z
- 03/2016 - Oracle Data Integrator
- 05/2015 - IBM DB2 Fundamentals
2004 →.
Web Development
self, periodical
HTML / CSS / PHP / MySQL / JavaScript / Ubuntu / Flash / ActionScript
- 2019 -. Designing and developing this website in PHP7, MySQL, HTML5, CSS3 and JavaScript (jQuery and Vanilla)
- 2017 -. Installing, modifying and maintaining a personal dedicated server (Ubuntu 16) with seedbox, media server, web hosting, cloud, database, python engine and VPN
- 2017 Developing www.varioncia.com in HTML, CSS3, JavaScript (jQuery) and XML for a craft brewery
- 2010 - 2011 Developing www.dragbag.hr in HTML and Flash for a company that made bags from recycled plastic (now defunct)
- 2008 Building an electical circuit parameters calculator in PHP4 and HTML for studying assistance
- 2004 - 2006 Building various personal websites, forums, databases, contact forms etc. for learning purposes
2006 → 2014
Colledge Projects
self or team, periodical
Matlab / C / PHP / HTML / Autocad
- 2014 Master Thesis: Song similarity prediction (Matlab)
- 2013 Building a neural network for face recognition (Matlab)
- 2013 Ambiophonic sound: Building customized matrices and digital signal processing (C, Matlab)
- 2012 A comparison of machine learning models in gender recognition using Gaussian filters (Matlab)
- 2011 Bachelor Thesis: History of Sound Synthesis (Matlab)
- 2010 Object-oriented programming - an online betting site in object-oriented PHP5
- 2008 Autocad Masterclass: Cellphone desing
2011 → 2018
Other Development
self, periodical
Python / Json / PHP / HTML / XML / AppleScript / Processing
- Building a TV video files renaming script with Python & TheTVDb.com API integration
- Building a movie video files renaming script with TheMovieDb.com API, PHP and AppleScript
- Generating beer glass bubbles in Processing
- Building a personal used car automated comparison sheet in Excel and AppleScript
2018 →.
Father
Home
Father to an Adorable Tiny Bundle of Joy
- Being responsible
- Being reliable
- Being understanding
- Being patient, patient, patient
2007 →.
Drummer
Jolly Rogers
Drummer in an Irish / Celtic punk rock band
- Playing drums in front of live crowds (no stagefright)
- Writing lyrics (in English), composing melodies or entire songs
- Singing backing vocals, ocasionally playing bass or guitar
- Producing our first recordings
2002 → 2016
Other Music
various, periodical
Music producer, DJ, Stage Hand, Promoter
- 2009 - 2016 Music production (various genres) under the alias Psychomantis
- 2008 - 2015 DJ at various programmes in Zagreb, 2010 Summer Residency @ Vertigo, Hvar
- 2009 - 2011 Event manager, promotor for various programmes @ Gjuro 2, Rock Bar Ribnjak, Željezničar
- 2007 - 2014 Periodical stage hand at concerts in Zagreb
- 2002 - 2005 Guitar student @ Rock Academy, Zagreb
1994 → 2014
Education
Rijeka, Zagreb
All of my formal education
- 2011 - 2014 Masters in Information and Communication Technologies, Digital Signal Processing @ Faculty of Electrical Engineering and Computing (FER), University of Zagreb
- 2006 - 2011 Bachelor of Information Technology @ Faculty of Electrical Engineering and Computing (FER), UniZG
- 2001 - 2006 High School Diploma @ Gimazija Tituša Brezovačkog (VIII Gymnasium), Zagreb
- 1999 - 2001 Primary School Miroslav Krleža (Classical studies), Zagreb
- 1994 - 1999 Primary School Nikola Tesla, Rijeka
2006 → 2013
Volunteer
KSET, Zagreb
Functions and duties as a volunteer at the student club KSET, Zagreb
- Event management, booking and promotion for various events, invoicing, negotiating with artists, labels and sponsors
- Organizing freshman festivals (Brucošijada FER-a), contacting bands and sponsors, entrance management
- Organizing sponsorships for the annual Job Fair (first 5 years), communicating with companies and Faculty staff
- DJ for various programmes, concert after-parties
- Tending bar, opening/closing the club, managing the cash registry
- Ticket sales, wardrobe, cleaning and maintenance