Neha Gupta

Data Analyst | Data Scientist

With 4+ years of data-oriented experience (data analyst, data scientist & data developer) and a master degree featuring information systems, I have good understanding and context on extensive data topics, ability to solve various types of data problems and confidence in embracing new technologies.

Work Experiences

Google (Via Genesis Corp)

Mountain View
Operations Analyst III
2019 - 2020
  • Created dashboards and reports to clearly demonstrate processes, timelines, or measuring the effectiveness for extended workforce operations.
  • Used Google PLX Scripts, Google Sheets, Dashboards, and SQL to prepare and present reports.
  • Built Buganizer ticketing dashboard that helped improve the efficiency of operations within the team.
  • Worked with leads of other teams to cater their data analysis requirements regarding workforce operations.

Metis

San Francisco
Data Scientist
2019 - 2019

Personalized Restaurant Recommender(AWS, Python, Recommender System, Flask, BootStrap):

  • Built a recommender system using Yelp data in order to provide personalized restaurant experience. The project includes Content-based, Collaborative and Hybrid approach.
  • Used KNN and SVD model to check the performance on ratings. Application created with help of Flask, Bootstrap.
  • Github link: github.com/ngupta8/Yelp-Recommender

Online Bidding, Human or Bot(AWS, PySpark, SparkSQL , Matplotlib, Python, Flask, BootStrap):

IT Strategists

Los Angeles
Data Analyst Intern
2018 - 2018
  • Worked on an ETL migration project to translate SQL based ETL pipeline to Python-based ETL pipelines.
  • The new pipeline is more maintainable and observable making it reliable and predictable.
  • Analyzed BI reports and the SQL queries to understand the complexity of the system based on rules defined by the business.
  • This analysis helped customer to streamline their data warehouse and choose the right tool to be more effective and efficient.

California State University, Los Angeles

Los Angeles
Masters in Information System
2017 - 2019

Crime Pattern Analysis(Hadoop, Hive, Sql, Tableau):

  • Built a system to analyze crime data in metropolitan cities in USA to identify and interpret patterns.
  • Built basic reverse geocoding with Python UDF in Pig to get zipcodes from raw data with latitude and longitude Used Hadoop HDFS to store data and Hive queries to identify most crime-prone areas in metropolitan cities regarding day, time and zipcodes Used Tableau for visualization of refined data.
  • Github link: github.com/ngupta8/Crime-Pattern-Analysis

AdTracking Fraud Detection(AWS, Databricks, PySpark, Python):

  • Built a system to analyze user access patterns to predict whether an app will be downloaded after clicking an ad or not Used PySpark, Databricks for analysis and predicting the fraud.
  • Used data from a Kaggle competition: "TalkingData AdTracking Fraud Detection Challenge".
  • Github link: github.com/ngupta8/Predict-AD-click-fraud

One97 Communications

India
Data Analyst
2011 - 2015
  • Written SQL queries and scripts to extract and analyze data, and to create automated self-service reports.
  • Analyzed and interpreted data to understand usage and behavior trends of subscribers.
  • Building KPI reports and dashboard. Also, fixing issues in existing reports.
  • Written UNIX Shell scripting and scheduling jobs on UNIX operating system.
  • Meet the application development deadlines with the highest quality.

Education

Masters in Information System

California State University Los Angeles
2017 - 2019
I have focused on data science and data analysis during the program. Learning more about how we can solve complex business problems using data-driven insights. I have learned classification, regression, Natural Language Processing, visualization, machine learning and data analytics techniques while working on my projects.

BTech. Computer Science

Dr. A.P.J. Abdul Kalam Technical University, Uttar Pradesh, India
2007 - 2010
Specialist knowledge of computer science theories, methods, practices and strategy. Gained understanding of a range of programming languages. Focused on learning about computing architecture, construction, engineering and design.

Professional Skills

Top Skills

 

90%
SQL & Data Analysis
Expert, 3 years
85%
Python
Intermediate, 4 years
75%
Machine Learning
Beginner, 1.5 years
75%
Cloud Engineering
Beginner, 2 years

Other Skills

NoSql Amazon Redshift Scrum Jira Git
Data Warehousing ETL AWS Spark Hadoop Excel Adobe Hive Databricks Pandas NumPy Scikitlear Beautiful Soup

Testimonials

It is my pleasure to recommend Neha Gupta. I have known her as a faculty advisor and as a mentor all through her master’s program.With her high GPA, she has been in the top 1% of the students. She has been awarded the Special Recognition in Graduation Studies Award for two consecutive years.Neha possesses good analytical and interpersonal skills. She has often approached me to discuss the latest technology and her research work. She has her research papers published at International Conferences. Her work was focused on data science using Big Data technologies like Hadoop (Hive, Pig), Spark ML, Tableau with Cloud Computing (AWS, Oracle, IBM) and Databricks.Her Big Data prediction analysis "Predicting fraud of AD click using Traditional and Spark ML" was selected in the conference of Asia Pacific International Conference of Information Science and Technology held in Beijing, June 2019. She has also presented her work on Crime Pattern Analysis using Hadoop, Hive, and Python at WiDS (Women in Data Science), February 2018.Neha has an aptitude for Data Science and Data Analytics using both traditional and Big Data methods. Her in-depth knowledge, sincerity and research work makes her exceptionally outstanding.She has the vision to use her knowledge and passion to solve real-life problems by following the latest technology trends.I highly recommend Neha Gupta for the position at your institute as the most deserving candidate

Prof.Jongwook Woo
Professor, CSULA

Get in Touch

As a data enthusiast, I believe that data-driven decisions have relatively higher chances of leading to success. On the other hand, the process of discovery or gaining insights is so satisfying by the end of the project. Either, you will learn something new or you will learn the reasoning behind something you already knew. We can then use these insights to build the right products for a company which helps the customers in solving their problems.

I have focused on data science and data analysis during my Master's program. Learning more about how we can solve complex business problems using data-driven insights. I have learned classification, regression, Natural Language Processing, visualization, and other machine learning techniques while working on my projects. I have also taken courses to understand the processes for execution of the projects. Most recently, I have worked on various projects. I used python, statistics, hypothesis testing and machine learning.

Now I am looking for opportunities to apply my learnings in the real world scenarios, where I can polish my skills while learning new things. I appreciate your interest in my profile. Looking forward to this engagement.

I can help with the following:

  • SQL
  • Python
  • Data Analysis
  • Machine Learning
  • Business Analyst
  • Product Analysis
  • REST API
  • Data ETL
  • Reporting

Drop me a line at neha.atul20@gmail.com or call me at 984 289 5129

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