Data Analyst
Resume:
Komal Patel
**********@*****.***
https://github.com/komal211
https://www.linkedin.com/in/komal-patel-a56876185/
Summary
• Highly motivated, detail-oriented, organized, multitasker, self-starter individual who is aiming to leverage proven knowledge of software development life cycle, object-oriented programming, web development, database design, database management, data science lifecycle, data visualizations, data manipulation and advanced modelling techniques to successfully provide high quality work
• Possess strong leadership and collaboration skills along with proven track record for building strong working relationships
• An unwavering commitment to customer service with more than 3 years of experience with the ability to build productive relationships, resolve complex issues and win customer loyalty
• Equipped with excellent communication skills, work ethics, interpersonal skills and presentation skills
• Intermediate technical background which has equipped me with strong decision-making, analytical, critical and problem-solving skills
• Strong proficiency in utilizing HTML, CSS(Bootstrap), Java, JavaScript, React.JS, Eclipse IDE, Redux, D3.JS, and MySQL to create, develop attractive and meaningful webpage along with implementing web interfaces
• Strong proficiency in utilizing MS Office (Microsoft Word, Advanced Microsoft PowerPoint, Outlook, Access, Intermediate coding skills in Excel), Java, Python, R, Tableau, Power BI and SQL with experience in RDBMS to interpret complex data sets, and present them into attractive and meaningful visualizations
• Familiarity with Agile methodology, Statistics techniques, Data Aggregation techniques, Java Server Pages, JSON, Node.JS, Apache Tomcat, Linux, and Machine Learning algorithms
• Interested in devising a better problem-solving method for challenging tasks, and learning new programming languages, business intelligence tools and other software quickly
• Excellent at managing competing priorities in fast-paced work environment with the ability to work independently and in a group to meet tight deadlines
Education
York University Toronto, Canada
BSC (HONS) IN COMPUTER SCIENCE Jan. 2017 - Jun .2020
• Development Tools: Eclipse, Atom, Visual Studio, Git, Jira, MySQL
• Programming languages: Java, JavaScript, jQuery, HTML5, CSS, SQL, XML, Ajax
• Self-learning, analysis in R and Python:
– Answered ad-hoc assignment questions via data analysis in RStudio and Jupyter Notebooks
– Cleaned, and structured data from csv, text files, JSON formats, and APIs
– Analyzed data to discover and interpret trends, patterns, and relationships using correlation and regression analysis
– Intermediate coding skills in data cleaning, data extracting, and data analysis with python (pandas, scipy, numpy, matplotlib)
• Self-learning: Power BI and Tableau:
– Intermediate experience on maintaining and managing Tableau and Power BI driven reports and dashboards
• Pega Certified Data Scientist, September 2020:
– Knowledge to build and simulate decision strategies
– Knowledge of applying predictive, adaptive and text analytics to decision strategies
– Familiarity with Pega’s Next-Best-Action paradigm
• Coursera Certificates:
– Google Cloud Platform Fundamentals for AWS Professionals, September 2020
– Cloud Computing Basics (Cloud 101), September 2020
– Applied Data Science Specialization, IBM, June 2020
• FreeCode Camp, Certificates, May 2020:
– Data Visualization using D3.js, JSON, Ajax
– Front End Libraries comprises of Bootstrap, React, jQuery, Sass, Redux
– JavaScript Algorithms and Data Structures
– Responsive Web Design Certification using HTML5, CSS3 Shri Chimanbhai Patel Institute of Computer Application Gujarat, India BACHELOR OF COMPUTER APPLICATION Jun. 2013 – May.. 2016
• Programming languages: Java, JavaScript, C language, HTML5, CSS, SQL, XML, C++, Linux Shell Scripting Projects
Merge Join
DEVELOPER
• Implemented the merge join algorithm within Java Minibase The Tipping Point
DEVELOPER
• Designed different query plans to explore IBM DB2 query optimizer and report how it optimizes SQL queries Data Mining, Classifying Yelp Reviews for Businesses DEVELOPER
• Extracted the Reviews dataset from Yelp.
• Then preprocessed by stemming, removing stop words, and removing duplicates on Weka
• Divided the data into training and testing datasets.
• Applied 10 fold cross validation on the training dataset to pick the most efficient machine learning algorithm from: random forest, naïve bayes, C4.5, k-nearest neighbors, random tree
• Finally created a prediction model to classify the Reviews dataset to forecast key insights from customers Capstone Python project, Predict an area to open pharmacy in Toronto using K-Means clustering DEVELOPER
• To scrape data of neighborhoods, used Wikipedia link containing postal codes of entire Canada.
• To obtain latitude and longitude, I used geocoder package from geopy library in Python.
• To extract data for pharmacy in neighborhood, I used Foursquare API.
• Data processing was also applied such as checking for empty rows, joining neighborhood with same postal code to avoid ambiguity, merging two data files to get all the required data.
• To start with the analysis, grouped dataframe by count of neighborhood, mapped Toronto neighborhoods using folium, calculate mean of all venues in Toronto, separate mean of venue pharmacy for each neighborhood, used mean to define cluster for each neighborhood and mapped Toronto neighborhoods again using clusters.
• With the help of clusters, I was able to predict an area to open pharmacy by looking at a cluster with lowest number of pharmacy.
FreeCodeCamp Projects
DEVELOPER
• Tools: HTML, CSS(Bootstrap), JSX, Redux, React, D3, JavaScript
• Drum Machine, JavaScript Calculator, Markdown Previewer, Random Quote Machine
• Data Visualization: Bar Chart, Scatter plot, Heat map, Choropleth map, Treemap diagram Work Experience
Zedd Customer Solutions Toronto, Canada
CALL CENTER REPRESENTATIVE Sept,2016 - Dec,2016
• Presented, promoted and sold products to prospective customers
• Consistently met and exceeded the sales target
• Reached out to potential customers through cold calling and maintained high rating on quality monitoring tests
• Ensured confidentiality concerning client information
• Developed and maintained excellent relations with every interaction
• Received best quality scores from the quality control team for the month Subway, Regent Park Toronto, Canada
SANDWICH ARTIST Aug, 2018 -Mar,2020
• Worked as on opener, trained employees when needed
• Took orders from the customers and processed the orders keeping in mind details
• Performed payment using POS and performed regular duties to ensure best customer service
• Performed inventory for all products weekly and placed orders for required products for a week
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