Data Analyst
Resume:
Francis K. Addae
To obtain a position as an entry-level Data Science/Analyst, with an emphasis on Data Management, Data Scripting/Wrangling, Data Transformation & Privacy/Integrity.
NEWARK, NJ 07104.
********@*****.***
EXPERIENCE
Momentum Solar, South Plainfield,NJ — Solar Data Analyst
JULY,2020 - PRESENT
Analyzing roof structures using various Solar software. Designing and predicting production data based on environmental and state regulations. Grading data to hence increase productivity in feasible locations. Using Dynamics CRM to handle proposed data assignments and appointments.
Leonhard Center(Penn State), University Park,PA — Teaching Assistant /Part-Time Grader
AUGUST 2018 - MAY,2020
Assisted students with Technical Power-point presentations. Graded and reviewed students homework with detailed emphasis on technical presentation. Presented numerous ways to deliver messages to a larger audience.
EDUCATION
The Pennsylvania State University,University Park,PA — Bachelor of Science. Concentration: Data Science
Minor: Mathematics
AUGUST, 2015 - MAY, 2020
PROJECTS
Predicting Houses Prices — Machine Learning with R
This project focused on predicting houses prices using both linear and logistic regression. To obtain an accurate performance, results were placed on kaggle which earned a Top 4% score. XGBoost was the core component in predicting the house prices using different markers.
Penn Terms — Informational Retrieval
This project focuses on retrieving information from the web. The crawled urls which were parsed for indexing. ElasticSearch was used as the base for creating a custom search engine which provided information. This project provided insight on gathering data in its raw form which was further wrangled for better processing.
Organic Agriculture — Visualizing Hot and Cold Spots
Design of a codebook and website which details how cold and hotspots affects the organic agricultural markets across county levels in the US.Detailed emphasis on the effects of sensitive data on a project design. Used ArcGIS software to further analyze and produce reasonable data for both customer and public for viewing.
Electoral System — Managing data with MySQL
Develop and manage a nation-wide electoral system which included all levels of government both local, state and federal. This system was designed to handle and aggregate multiple data on the fly as electoral votes come in. XML files were used to gather the data for 500,000 electoral votes across multiple states.
Library System — Data handling with SQL Server & Python
Created a local library system which uses data parse from python csv package into an SQL Server for optimal data handling. Data tables created were further used to determine authors and publisher sales according to genre.
Big Data Management — Manipulating SQL & NoSQL data
Cleaning raw data to fit relational databases using SQL and file systems like CSV,XML. Transforming relational data into non-relational data types. Manipulation of data using databases like MongoDB, RedisDB and Cassandra. CAP theorem was gravely emphasized.
SKILLS
Statistical interpretation with MiniTab Express and R
Analysis of Data Structures using Python
Implementation of web-based searching using ElasticSearch
Managing library data collection using MongoDB,MySQL, Redis and Cassandra.
Sorting and Indexing data using Hadoop and Spark.
Fluent in 4 African Languages
Data Mining techniques using R to determine species based on predicted probabilities
RELEVANT COURSES
Big Data & Management, Data Structures & Algorithm, Informational Retrieval & Organization, Data Privacy & Security, Technical Speech, Statistical Modeling with reasoning, Computational Statistics, Organization of Data
LANGUAGES
Python(Numpy,Pandas,Scipy,NLP)
R (caret, ggplot, data.table)
Excel/Office/Powerpoint
SQL
C++
Java
MatLab
WEBSITES
LinkedIn: https://www.linkedin.com/in/francis-addae-8216ba100/
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