About VAKAFT VAKAFT is a system for collecting, processing, and presenting information about financial markets, especially the stock market. This system uses various data mining and analysis algorithms in artificial intelligence (including statistical algorithms, machine learning, and deep learning).My tasks included: Data Analysis in Financial Markets (Combination of Time Series and Machine Learning Algorithms) - Text Processing (Emotion Analysis)

Courses:Algorithm Design, Artificial Intelligence, AssemblyComputer GraphicsDatabase, Data Structures, Descriptive Programming, Data MiningInternet EngineeringObject-Oriented ProgrammingWeb Design, Web Programming, Web Security, Web Services

About MAPFA (MCI, Hamrahe Aval):MAPFA has implemented the following services for Mobile and Communication Company of Iran, the largest mobile operator in Iran with 40,000,000 subscribers:My tasks included:R&D, Big Data Management, ETL, BI, for Data (SMS, log, USSD)Experiences and Results:There are many new experiences in the area of engagement with so many massive data. I've analyzed relatively many types of data for years, but when this volume of data is rapidly growing in storage, determining the appropriate solution and infrastructure is very important.In the R&D section, various technologies should be tested on a variety of solutions (Cloudera, Hortonworks, MapR, Hadoop core) and a variety of tools (such as DM, BI or ETL tools)Resolving complex queries and desires that are not routinely associated with relational databases. A built-in function was designed to work much faster than Python wrappers.Finally, the combination of impala-kudu and Spark-SQL for complex queries and Spark-ML instead of mahout for Sequence mining and prediction tasks interesting outputs on the dashboard.

About HAVAMINHAVAMIN was established with the aim of advising and implementing specialized IT solutions and services. Along with the rapid growth of technology and the need to apply new methodologies in recent years, the group has decided to adopt new approaches, especially in the context of intelligent systems and hybrid services such as Augmented Reality. Based on the new look, the central company monitors the activities of specialized teams in specialized and sub-disciplines (specialized and integrated services in the field of software and intelligent systems).My tasks included:PM and R&D on Big Data & Business Intelligence, Project Management on intelligent Systems, Augmented Reality Development, Image Processing kit and technique, business intelligence solutionsExperiences and Results:The design of intelligent augmented reality systems is attractive and has many challenges. Some items are listed below: Virtual makeup (ADINA) wins the tournament (A' Design Award and Competition)Smart cafeSmart cubeInteractive carpet app

My tasks included:Project Control, Software Management, Team building, R&DExperiences and results: (The most important achievements)Multi-platform Mobile SoftwareMulti-application software networkProviding a Benefit System to Reduce Software Production CostConverting and transferring print information from old devices to new ones and solving font and print problems (a big problem that the organization suffers for more than 8 years).

Web Programming Desktop ApplicationMobile Programming Web ServicesOthers (OS Services, Multimedia Making, Game Programming)