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Masum Rumi

Masum Rumi

Data Scientist

Skidmore College

Technologies

My Portfolio Highlights

My New Track

Python Fundamentals

My New Course

Introduction to Python

My New Track

Python Fundamentals

Statistical wizard, casting spells of significance on data experiments.

My Work

Take a look at my latest work.

course

Introduction to Power BI

course

Introduction to Python

course

Intermediate Python

course

Introduction to Power BI

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Intermediate Python
Introduction to Power BI
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

Merck | Nov 2020 - Present

Data Scientist/Data Engineer

* Developed and implemented statistical analysis, data mining, and other aspects of data analytics to collect, explore, and extract insights from structured and unstructured data using Spark and Python. * Automate manual reports using SQL, business intelligence tools, and Python, improving the completion time of reports. * Built data warehousing solution with custom ETL scripts in Python to extract and house data from multiple sources. * Developed and maintained tools and pipelines for automating big data processes using SQL. * Constructed end-to-end custom pipelines using object-oriented programming in Python in order to inherit and implement Scikit-Learn API functionality. * Developed in-house python packages to improve the connectivity across multiple AWS services, increasing the overall efficiency of the team.
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EBS Corp | Oct 2018 - Oct 2020

Data Scientist/Data Analyst

• Built data warehousing solution with custom ETL scripts in Python to extract and house data from multiple sources. • Developed and maintained tools and pipelines for automating big data processes using SQL. • Constructed end-to-end custom pipelines using object-oriented programming in Python in order to inherit and implement Scikit-Learn API functionality.

Mathmatters | Jul 2017 - Sep 2018

Data Science Instructor

• Taught fundamentals of data science, probability and statistics, and python programming concepts to new cohorts. • Updated and modified existing lessons to help students better understand data science and machine learning topics. • Automated dashboards that log data, evaluate key metrics, accelerates created reports and dashboards using Tableau.

General Assembly | Mar 2017 - Jun 2017

Data Science Immersive | Data Scientist

General Assembly’s Data Science Immersive (DSI) is a 12-week long training program dedicated to give students a deep dive into the world of Data Science, focusing on the ability to analyze, make sense of, convey data-driven facts from massive data sets, and predict the outcome through predictive modeling and pattern recognition. Related course projects are below. * Face recognition using softmax (multi logistic classifier): Build a face recognition model using Google's TensorFlow with a total accuracy of 95.5. - Indeed web-scraped data science salary classifier:} Web-scraped Indeed webpage to collect data and applied Random Forest to classify high/low salaries with precision/recall of 0.95/0.92. - Movie rating classifier from IMDB and Rotten-Tomato:} Leveraged AWS and web scraping to collect data from websites (iMDB/Rotten Tomatoes); Applied machine learning algorithms to classify movie rankings with precision/recall of .95/.98. Skills: Python (Pandas, Scikit-learn, Stats models, Matplotlib, Seaborn, Plotly), Machine Learning, Statistics, SQL, Modeling, Tableau, Git, HTML, Web scraping, API, AWS

Wraith & Co | Oct 2015 - Mar 2017

Data Analyst

the client and senior managers. • Worked cross-functionally to determine reporting requirements, monitor data trends and perform statistical analysis. • Constructed experiments that demonstrated statistical significance of business decisions. • Re-organized daily inventory while increasing overall efficiency from 75% to 81%. • Organized server to start storing data locally, improving overall efficiency by 55%.

iEARN-USA - International Education and Resource Network | Jan 2010 - Mar 2010

Data Intern

I have worked on gathering data from the survey into spreadsheets. Worked with large volumes of Data manipulation using Excel.I have also worked on generating subtitles of cultural documentaries into Bengali as a side project.

My Education

Take a look at my formal education

Master's degree, Computer ScienceBrooklyn College | 2022
Certificate of Completion, Data Science ImmersiveGeneral Assembly | 2017
Bachelor of Arts (BA), MathematicsSkidmore College | 2015
High School Diploma, Honor Roll (2008-2011)Brooklyn International High School | 2011

About Me

Masum Rumi

A Data Scientist/Data Engineer with multiple years of experience in various data related roles. Skilled at learning, taking initiatives, simplifying complex problems and applying innovative approaches to find the ultimate solution.

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