Musleh Uddin Mohammed
Toronto,ON
Summary
Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Banking, Insurance and Health sector applications. 4+ Years of extensive experience in Data Science including machine learning and deep learning projects and also in software development life cycle involving Architecture, Requirement analysis, Design, Development, Coding, Testing, Maintenance and Implementation of various applications based on Client Server, Web Applications and Business Solutions using Good hands on knowledge of OOPS (Object Oriented Programming Structure) and Agile methodology.
Overview
5
5
years of professional experience
Work History
Data Scientist & Software Developer
IncraSoft Pvt Ltd
12.2019 - Current
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
- Discovered stories told by data to present information to scientists and business managers.
- Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
- Developed intricate algorithms based on deep-dive statistical analysis and predictive data modeling.
- Created and implemented new forecasting models to increase company productivity.
- Identified, measured and recommended improvement strategies for KPIs across business areas.
- Built company A/B testing frameworks to test model quality.
- Compiled, cleaned and manipulated data for proper handling.
- Developed polished visualizations to share results of data analyses.
- Ran statistical analyses within software to process large datasets.
- Timely Data transfer from server applications to MS Excel and then to databases like MS SQL Server through macros and Pyxll
- Trimming down data from Excel sheets for analysis using macros and VB Scripts
- Performed Exploratory Data Analysis on data for multiple associates and clients
- Created interactive visual reports using power BI tools
- Carried out Data pre-processing for text, numerical and image datasets
- Developed code for NLTP for the tasks for learning with ML and DL
- Implemented codes and techniques to extract desired data from huge amount of text and other files
- Participated in team discussions to finalize Key performance Indicators of every project
- Implemented Models using Machine Learning techniques
- Implemented Classification, Regression etc., models using Deep Learning techniques such as CNN, LSTM, RNN etc., with KERAS and TENSORFLOW
- Analyze best model to be used for clients
- Produced EDA & project reports for the in-house teams and Clients
- Testing and evaluating new web application
- Identifying areas for modification in existing programs and subsequently developing designs of new apps
- Writing and implementing efficient code
- Determining operational practicality
- Maintaining and upgrading existing systems
- Gathering requirements from clients
- Developed applications with Python and Django
- Identifying , Clearing up and fixing bugs in UI
- Followed database architecture and implemented database engine for the respective application
- Reporting and managing the code using Azure Devops
- Tools: Python, R, SqlServer, MySql, Django, Flask, Sklearn, Tensorflow, Power BI, Azure Data Bricks, Azure Devops, Jira, GitHub, Spark, Python Shell Scripts, MongoDb, Keras, Matplotlib etc,.
Full Stack .Net Developer
E-giants Technologies, LLC.(Wells Fargo)
12.2018 - 12.2019
- Wells Fargo is the largest bank in The United States of America which creates it’s own software solutions with the highest security features in the world
- Analyzed, evaluated and developed new web and database applications.
- Researched and integrated design strategies, product specifications, development schedules and user expectations into product capabilities.
- We worked on two of the stocks market related applications linked together which will get the input from the world’s recognized stock exchange giants such as BLOOMBERG and NASDAQ and calculate the rates of various shares on closing and provide the lending rates to our banks throughout the nation
- Troubleshot and resolved performance issues for databases and software
- Significant role in Analysis and Design stages of the project life cycle
- Design and develop the GUI, Business Logic Layer and Data Access Layer
- Developed the Web forms for new policy endorsement, policy cancellation, renewal, reinstatement, account correction, audit, premium calculation, coverage, policy information, billing details, policy inquiry, and work file information using ASP.NET MVC 5.0, C#, XML, XSLT & JavaScript
- Developed a suite of applications including Windows services and a WinForms test harness - allowing member purchasing via biometric reads using Visual Studio 2017 (C#, .NET 4.0, LINQ), SQL Server
- Involved in Extraction, Transformation, and Loading (ETL) solutions using SQL Server Integration Services (SSIS)
- Developed Stored Procedures for these applications and updated the SQL Scripts to implement the procedures existing ones
- Following the procedures of transferring the task codes for different servers over the environments through JENKINS DevOps
- Developed and maintained automated CI/CD pipelines for the deployment of the source code using JENKINS
- Creating the scripts for the JIL files to automate the jobs and time it to perform the desired tasks accordingly
- Monitoring the servers and loading the tasks on the Autosys for the automation of the workload
- Experience working with CA AUTOMATION WORKLOAD AUTOMATION with supporting technologies in Windows environment
- Developed authentication level scripts for the applications to be run on the specific servers for the developers in the firm
- Designed and Developed Master and Content Pages (Web Forms) using ASP.Net Server Controls and C# as code-behind
- Developed the application’s transfer by creating non-generic ComponentView and viewModels in BOOTSTRAP framework and consuming the data and manipulation through JQUERY with .NET application
- Used Microsoft MessagingQueue (MSMQ) technology for Inter- process communication
- Implement Role Based security with Form Based Authentication
- Developed web services and used them for data access layer and business layer
- Implemented and consumed Web Services (SOAP, WSDL and UDDI) for automatic dump in SQL server
- Written complex SQL queries with Joins on multiple tables, stored procedures, triggers, backup and restore database, define roles, create database users and used Data Transformation Services (DTS)
- Developed the web user controls and dynamic creations of web controls
- Used SQL Server as backend and implemented ADO.NET data objects such as Data Adapter, Data Reader, Dataset, Data table
- Created reports to create, deploy, and manage reports using Crystal Reports
- Used C#, data grids and XML to pull the data from the database and display it on the UI
- Used GitHub for source code version controlling.
Intern
PSAV
06.2018 - 12.2018
- Involved in day to day production supports and development of change controls requested by client
- Experience in developing the application for the researchers on Python2.0 using Django Framework
- Experience in reviewing Python code for running and troubleshooting test cases and bug fixing
- Making the source-code compatible with other platforms and deploying the application on AWS cloud
- Create on-demand weekly and daily reports by invoking scripts with custom arguments and parameters to provide actionable data to the test owners
- Worked closely with the associates to develop a mobile application using Flutter Initial
- Experience with refactoring the code developed internally and externally
- Experience with self-testing to minimize and fix issues, strong problem solving/ debugging skills
- Experience with Azure DeVops for version control and creating CI/CD pipelines
- Used Microsoft Teams for inter-communication and code assessment with the teams through it.
Education
Masters in Science - Computer Science
Chicago State University
Chicago, IL, USA12.2018
Skills
- Visual Studio 2010/2012, MySQL workbench, PyCharm, Jupyter, Google COLABORATORY, sublime 30, JIRA, Azure DeVops, JENKINS, AutoSys Workload Automation, PyXLL, Scikit Learn
- PowerBi, Databricks and other tools for Data Analysis
- Database Management
- Client Requirements
- Social Data
- Requirements Specifications
- C#, ADONET, ASPNET, MVC, WCF, WPF, Win Forms, Web Forms, IIS, Entity Framework, LINQ, SQL Server, Oracle and Visual Studio, Test Driven Development(TTD), Python
- Experience in developing UI using Server-Side Controls, HTML5 Controls, CSS3, JavaScript, Bootstrap and jQuery, DJango
- C#, Net, C, Java, SQL, MySQL, Python 2/32, MS SQL Server
- Net Technologies such asASPNet 35/40/45/46/47, ADONET, LINQ, Entity Framework
- UI Frameworks like Bootstrap, Django, React
- Scripting Languages such as JavaScript, jQuery, PHP
- Databases mainly SQL Server, MySQL, MongoDB, Oracle 10g/9i
- Web Technologies
- ASPNet MVC 4/5, ASPNet, HTML 4/5, CSS, SCSS, jQuery & jQuery UI , Web Services, Win Forms, WCF, WPF, JSON, XML & XAML
- Web Servers ,Internet Information Server (IIS)
- Operating Systems like MS-DOS, Windows, Unix & Linux, Mac ios
- Continuous Integration / Deployment with Jenkins & Azure Devops
- SOAP, WCF & REST API
- Version Control GIT, VSS & TFS
- Cloud Technologies with AWS EC2, Microsoft Azure
- Classification Algorithms
- Gradient Boosting
- Regression Algorithms
- Applied Statistics
- Algorithm Implementation
- Naive Bayes
- Text Mining
- Business Requirements Gathering
- Data Aggregation Processes
- Jupyter Notebook
- Logistic Regression
- Dashboard Creation
- Agile Framework Understanding
- Decision Trees
- Visualization Techniques
- Strategic Business Initiatives
- Data Mining
- Time Series Forecasting
- Machine Learning
- Unstructured Data
- Intelligence Gathering
- Statistical Analysis
- Unsupervised Learning
- Data Quality Assessment
- Operational Improvements
- Web Site Design
- Advanced Excel Spreadsheet Functions
Accomplishments
- Self Case Study on Bank Marketing to identify potential customers for the upcoming campaign is published open- source on https://github.com/mohammedmusleh/ML_BankMarketing
- Accomplished task on Deep Learning for the classification of emails with CNN is available open-source at https://github.com/mohammedmusleh/CNN_Text_Classification
Timeline
Data Scientist & Software Developer
IncraSoft Pvt Ltd
12.2019 - Current
Full Stack .Net Developer
E-giants Technologies, LLC.(Wells Fargo)
12.2018 - 12.2019
Intern
PSAV
06.2018 - 12.2018
Masters in Science - Computer Science
Chicago State University
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