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Work Background
Alon Shapiro Data Science Solutions Leading Data Scientist
Jan. 2019Tel Aviv Area, IsraelData Science, Machine Learning /Artificial Intelligence/Stat/Math/Probabilistic/Algorithm Development
Classification, Regression, Decision Trees, Deep Learning/Neural Networks, Forecasting, NLP, GPT-4, Data Analysis, Anomalies Detection and Handling, Interpretation and Insights Extraction Python/R/MATLAB/RapidMiner Development and Deployment Analytic Solutions and Statistic Modeling Data Research and Unsupervised Learning Academic mentoring and Quantitative Support of Master/PhD Thesis in a variety of scientific fields. Optimisation and Business/Customer Data Driven Algorithms
Pre-sale Data Science Demo Support Activity Data Manipulation and Smart Solutions for corporates, start ups, large and private companies.
Main Big Clients : Matrix Software, Matrix Global Soultions, Matrix Defence, Iroads, IAI, RAFAEL, HUJI
CellwizeData Scientist - Research/ Innovation Team
Jan. 2017 - Dec. 2017Tel Aviv• Machine Learning and Complex Data Analysis of Cellular Data aimed for Business Insights Extraction
• Unsupervised Research and Learning of Self Organizing Network Optimizations (POC)
• Geostatistical analysis of Crowd Data Users Activity, Devices Scans and Snapshots
• Machine Learning Algorithm Development (Bootstrapping, Sliding Windows) for deep comprehension
• Mapping, Visualization of Data Insights using advanced method of Shiny/Leaflet
AmdocsData Scientist
Jan. 2016 - Dec. 2018Tel Aviv Area, IsraelFull stack End to End Data Scientist, ML/AI researcher, hands on RapidMiner/R/Python Algorithm Developer.
Fraud detection ML modelling,
Evaluation of failures and complex structure comparisons
Deep learning process building and development
Time series analysis for trends, anomaly detections and outlying/fraudulent subscribers behaviour
WefiData Scientist
Oct. 2015 - Dec. 2016Tel Aviv -Scientific Math/Stat In depth Data Exploring, Manipulation, Mining, Analysis, Processing and Modeling. Advanced approaches to Classification, Churn and Customer Behavior Estimation/Prediction Modeling in Telecommunication/WiFi/Cell Market, Time Locate and Users' Patterns Analysis, Developing Applied Technics and Methodologies for Evaluating Statistical Significance, Validity and Reliability for Business Data Insights and Findings presented on Visualization Reports, Developing Advanced Sampling Methods for Statistical Research/Inference. Distribution of Statistical Models over Big Data using R/R-Hadoop/GBQ/PyCharm
AT&TData Scientist Consultor - Telecom / Big Data / Algorithmist
Aug. 2013 - Sep. 2014Airport CityProviding algorithms for Big Data, Complex Data Analysis, Development of Statistical and Logical models for Emerging Market of Wireless Telecommunication products, Consulting for BIG DATA Research and Development systems on Geo Statistical Time/Location Data Modeling programming languages: R, SQL, MATLAB, Python, SQL environments: PIG, HIVE, HADOOP
Ness TechnologiesData Analyst, BI developer, SAS programmer, algorithmist
Jun. 2010 - Jul. 2012EL AL Ben Gurion AirportBI development, data analysis, Cost Modeling, Business Analylitcs, algorithms development in economical and financial sphere
Central Bureau of Statistics, Chief Scientist OfficeStatistical Researcher, Data Analyst, SAS Developer
Mar. 2002 - May. 2009Jerusalem, IsraelComplex Statistical Modeling, Development of Estimation and Forecasting Models, Data Manipulation and Research Algorithms, SAS/MATLAB programming
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