ANDRÁS NOVOSZÁTH
bcdataanalytics.com | www.linkedin.com/in/andrasnovoszath |-| -
Profile
Education
I turn real-world problems into business insights and
commercial solutions by combining curiosity, learning,
analytical thinking, and a proactive mindset. I love to
turn the complex and technical into simple and
intuitive. I am focusing on blockchain analytics with
the aim of building more fair and accessible platforms
and infrastructures.
material, infrastructural, and organizational design.
Work experience
Skills
Freelance Data Scientist
Multiple clients
09/2018 – present
I worked on various data science projects both
independently and in teams.
Data Analytics
Analyzed data in multiple contexts (e.g. finance,
energy, IoT)
Developed key metrics from IoT data and
aggregated them in tabular and visual views
Built ad hoc and standard reporting data pipelines
to internal and external clients
Machine Learning
Applied and backtested time series models
Built predictive machine learning pipelines
Engineering
Processed and managed data in various contexts
(up to 1TB)
Code modularization and package development
Junior Consultant
Dorsum, Budapest, Hungary
01/2016 – 05/2018
I worked in a fast-growing team developing a wealth
management platform from its early beginnings (~5
people) to maturation (+40 people, international
launch in 10 branches).
Wrote +500 pages of modular, customer-facing
documentation (dashboards, kpis, used metrics)
Collaborated with and coordinated the work of 2-4
technical writers
Wrote three white papers on financial innovation
Translated compliance requirements into
development guidelines
Projects
Studying business from a technological approach.
Dissertation on economic growth models.
Data science skills
PyData (pandas, scikitlearn, numpy, seaborn)
Reporting pipelines
SQL querying
Software development (git,
linux)
Quantitative methods
Probability and statistics
Predictive modeling (linear
and logistic regression, kmeans, decision trees)
Research and communication
Research methodologies
Academic, business, and
technical writing
Languages
English
Hungarian
Fluent
Native
Awards
Member of the Year
College for Advanced Studies of Social Theory
2007
Publications
How digital innovations revolutionized investment
services, 2017, http://bit.ly/DigFinInn
Organized Conferences
Predicting Terrorist Groups
https://github.com/nocibambi/fs-ai
Ran machine learning classifications with scikit-learn.
Recreated two papers, built preprocessing pipelines.
Global trade data
https://github.com/nocibambi/aec
"Technosciences of Post/Socialism", Budapest 09/2015
“Money, Credit, Value" Panel (4S), San Diego 10/2013
Hobbies
Data visualization with bokeh and web deployment
with Flask and Heroku.
Education
Science and Technology
Studies - PhD
The Open University
Business Economics (BA +
2002 – 2007
MA)
Budapest University of Technology and Economics
2010 – 2016
Ethnography of financial innovation. Focusing on
Learning new
things
X
Learning new
skills
Meditation and
Yoga
