Vitaly Shechtman
Data Analyst
Rishon Le Zion
Summary
In the last 6 years, I’ve been engaged in developing unique PLV methods for wide verity of businesses: from Trading futures, brokerage firms to VC (Insuretech) Marketing firms for digital services.
Co-founded a regulated registered CTA, model-structuring- optimization in agricultural traded derivatives, Index futures and options on futures for private equity, consulting, and optimizing technological transformation with focus on Big Data, data warehousing and statistics.
I’ve been invited to speak 5 times (this year the 5th) at a conference of ‘Global Investors Group’ in Tel Aviv on some of the projects, as well as a panel in Jeff Pulver’s Money Summit in Tel Aviv Conference.
Always looking for a unique way utilizing data, from new statistical models to a more efficient way of monetizing and reacting to business challenges, never stop learning.
Overview
7
7
years of professional experience
3
3
years of post-secondary education
Work History
Data Analyst
Aragon Media LTD
Tel Aviv
03.2022 - Current
- Increasing Marketing Efficiency by 80% by writing 'Automated Back-Office Assistant'& 'Automated Marketing Assistant' code in Python 3 Pycharm IDE connected via DBeaver to multiple Databases in MSSQL which includes: Automatic Player Value Generator (campaign, marketing Information, product performance, client, agent, country etc ), 'Compare PLV (according to PLV establishment dates - adding visualizations in Seaborn, and Pandas) , 'Search for forgotten customers' (by Dates, via Python Regex, and Pandas)
- Increasing by 60% C-T-A by Extracting valuable information from website's chatbots massaging services using Python Regex & Pandas, aggregating the data with PostgreSQL, re-modifing the data for a simple, workable dataframe for marketing to perform smoother.
- Responsible for datawarehouse procedures, assure correct match new inputs & restrain data integrity.
- Participated in requirements meetings to understand business need, communicating on a daily basis with datawarehouse team, marketing team as well as upper management.
Data Analyst
B.A Systems LTD
Ramat Gan
02.2018 - Current
- Increased customer's C-T-A by 75% & Reducing 65% from Marketing Hidden-unemployment using Universal Database Tool - DBeaver to establish connection to MSSQL,PostgreSQL to perform complex, multi-frame joins, sub-joins, group by, data re-formatting with SQL mathematical methods across large amount of Data Bases, to aggregate CRM relevant information, connecting it via psycopg2 to Python 3 & using Pandas, Numpy, ReGex and Python loops and dictionary methods, as well as Map and Tabulate data to a simple, readable and usable format for marketing to act upon, as well as reach back to, and eliminate 'forgotten clients'.
- Increased Marketing efficiency by 33% using Python Numpy, Pandas and Statistics libraries to perform Campaign's, Worker's and Client's Player Values in Unique to the business work ethics (that changes over time)
- Creating usefully Data Visuals by writing Python code to convert to Orange Data Mining and generate useful business reports, Python Seaborn, Pandas Visualization Methods & Libraries as well as IBM SPSS tools to compare ranking & measure deviations on non-normally distributed variables dataframe.
Co-Founder & Managing Director
ICP InterContinental Partners LTD
Rishon Le Zion
11.2019 - 10.2021
- Aligned organizational objectives with company missions to increase business growth and integrate work strategies with United States Brokerage firms, while comply with the U.S NFA & CFTC Regulatory Updates - Including daily communications with brokers, Risk managers and Investors (Remotely)
- Responsible for Project management regarding B2B operations: Python 3 complex derivatives Insurance as well as in-house Q.A on the output.
- Responsible for Risk Assessment & Mitigation : using CQG, CME Group's derivatives exchanges API and Websockets, extracting valuable flowing (tick) data, integrating the data with in-house developed Risk Assessment Models.
- Reducing Risk Appetite & Increasing Derivatives picking efficiency by developing Risk Assessment Models using futures, Options on futures, with CME group's API, CQG Client API, Python 3 Numpy, Statistics, SciPy, scikit-learn, Linear-Regression Models, IBM SPSS and visualizations with Orange Data-Mining and Seaboarn
- Raised around 1 million ILS for ICP's Proprietary Operations
Education
Bachelor of Science - Economics
Tel Aviv Open University
Tel Aviv 04.2021 - Current
No Degree - Python For Data Science
Udemy
Remote 04.2001 -
No Degree - SQL For Data Science
Udemy
Remote 04.2001 -
No Degree - M.L/N.N/N.L.P For Data Science
Udemy
Remote 04.2001 -
Financial Licenses - Series 3 Commodities Trading Advisor (CTA)
National Futures Association
Chicago IL. U.S.A 02.2017 - 10.2018
Skills
Python 3 (PandasNumpyRegexStatisticsSciPyWriting Coding)
Timeline
Data Analyst
Aragon Media LTD
03.2022 - Current
Bachelor of Science - Economics
Tel Aviv Open University
04.2021 - Current
Co-Founder & Managing Director
ICP InterContinental Partners LTD
11.2019 - 10.2021
Data Analyst
B.A Systems LTD
02.2018 - Current
Financial Licenses - Series 3 Commodities Trading Advisor (CTA)
National Futures Association
02.2017 - 10.2018
No Degree - Python For Data Science
Udemy
04.2001 -
No Degree - SQL For Data Science
Udemy
04.2001 -
No Degree - M.L/N.N/N.L.P For Data Science
Udemy
04.2001 -
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