Seyed Ali Fadaei

Veryon - Ontario, Canada

August 2022 - Present

•Utilize NLP methods in an aviation platform to cluster similar defects, enhancing maintenance tracking capabilities and delivering improved maintenance tracking solutions to customers.
•Utilize SQL and Python programming skills to write and maintain data processing and cleansing scripts for customer data import into the application.
•Effectively applied advanced Regular Expressions (Regex) techniques in text mining processes to extract and manipulate textual information, significantly improving the clustering of text datasets.
•Enhance algorithm performance in JAVA by managing and optimizing XML configuration files, aiming to minimize missed incidents and reduce false positives in the data clustering process.
•Collaborate with the customer's IT department to implement data integration with their existing systems and cleanse data feeds for use with the application.
•Develop and analyze data to support the setup, deployment, evaluation, customization, and go-live of a SaaS web application.
•Conduct ongoing application data monitoring and analysis to provide proactive customer support.
•Identify and resolve incidents using a ticketing system (Jira & Salesforce) and offer business support to customers.
•Work on deployment procedures of products to ensure smooth implementation for customers.

Danup - Tehran, Iran

May 2020 - July 2022

•Optimized a Classification Model for SMS texts or Emails to Identify the Spam Messages
•Created a Customer Complaint Classification System for an Insurance Company
•Developed a Customer Sentiment Analysis for Labelling Comments for an E-commerce Website
•Created a Model for Briefing the Text of a Web Page or an E-learning Book
•Designed a Document Classification Model for a Private Bank

•Developed a Model using the Time-Series algorithm (ARIMA) for Predicting the Stocks’ Price
•Defined a Model using Deep Learning (LSTM) for Analyzing and Predicting the Forex Market (USDCAD)
•Executed Algorithmic Trading based on Clustering and Predicting the Major Market Indices by Support Vector Clustering (SVC) in the QuantConnect Platform
•Defined a Model for House Price Forecasting by using Neural Network (MLP)
•Optimized a Neural Network (CNN) Algorithm to Detect Numbers and Objects in Images
•Developed a Neural Network (LSTM) Algorithm for Analyzing the Users’ Comments on a Movie Website
•Advised and Optimized a Model for Face Recognition using the Support Vector Machine Algorithm (SVM)
•Designed a Model to Classify Diabetic Patients with the Decision Tree and Random Forest Algorithms

National Iranian Oil Company (NIOC) - Ahwaz, Iran

March 2016 - September 2021

•Applied Electrical Engineering in Tertiary Recovery of a Simple Black Oil Model as an Oil Reservoir; A Simulation Approach By STARS as a module of CMG
•Investigated the Effect of CO2 Injection on Reservoir Performance by Simulating a Comparative Solution Project by GEM as a module of CMG
•Worked on analyzing Reservoir Performance during different EOR strategies, A Simulation Approach on one of the Iranian Southwest Reservoirs by Eclipse and CMG (GEM)
•Cooperated to Develop a Computer Software to analyze Reservoir Fluid Properties Through Surface Separator Data

•Supported Operations, Production, and Engineering related to Production Data using a Distributed Control System (DCS) by Gathering and Analyzing the Data of Inlet Crude Oil; Streamlined Findings for Presentation form and Graphs in order to Present them to Senior Executives
•Worked with Operations Personnel to keep the Database Administrator Informed and Apprised of the Status of adding and Removing Equipment, Meters, New Vessel Setups, Equipment Abandonment, etc. based on Data Analysis of the Process
•Worked closely with other Departments (including Electrical, Instrumentation and Mechanical Engineering) to Gather Information needed to Analyze the Production Process
•Audited for Data Accuracy on a Daily and Monthly Basis and Investigated and Resolved Data flow Discrepancy Issues in the Refining Process for a Better Performance in Removing Dissolved Extra Gases from Oil
•Maintained and Organized Production Reporting Files and Assisted with Special Projects

About Me