Gautam Venkatesh

*** ******** **., *******, ** **549 • (510) 737 - 2395 • adkcst@r.postjobfree.com EDUCATION

University of California Berkeley ACT 36

Intended Bachelor of Arts in Computer Science - 3.94 GPA May 2023 Relevant Coursework:Data Structures and Algorithms, Discrete Mathematics and Probability Theory, Foundations of Data Science, The Structure and Interpretation of Computer Programs, Designing Information Devices and Systems I/II, Calculus I/II EXPERIENCE

Cloud at Cal - AWS Developer September 2020 - Present

● Increased efficiency at edtech startup, Ansari Math, as a contractor by implementing interface for tutors to accept or deny sessions booked within 12 hours. Previously needed to be done manually by administrators.

● Wrote AWS Lambda functions for booking & deleting sessions, improved REST API structure. Integrated changes in React frontend.

● Leveraged AWS serverless stack (AWS Lambda, API Gateway, and DynamoDB) for backend and datetime library to manage times. Inube Software Solutions -Data Analyst Intern July 2019 – August 2019

● Identified variables that indicate higher likelihood of fraud through data analysis and OLS regression (statsmodels library), giving company key insights into their health insurance claims.

● Implemented machine learning model ( Weka J48 Decision Tree Classifier) to optimize health insurance investigations by classifying fraudulent health insurance claims with 86% accuracy.

● Cleaned health insurance data queried from Microsoft SQL Server with pyodbc library. Formatted into CSV file format for easy use.

● Made text-based app for interacting with model -classifying data, adding data to train -set, and configuring machine learning model. PROJECTS

Up&Coming - Volunteering Website November 2020 - Present

● Created website that allows users to create and sign up for volunteering opportunities, facilitating easy scaling of large-scale volunteering projects with high accessibility.

● Uses MERN stack (MongoDB, Express, React, and Node), hosted backend on AWS Elastic Beanstalk and frontend on Heroku. SpamList - Spam Email Organizer July 2020 – Present

● Website that allows for clean inboxes without cluttered spam by compiling all spam into one daily aggregate spam email

● Backend built with Django framework. Gmail API and MySQL database used to read and store emails. Email library used to traverse MIME messages and classify emails.

VoiceMod - Discord Voice Channel Moderator Bot August 2020 - Present

● Developed bot that privately moderates voice channels on popular gaming social app Discord and identifies individuals that use vulgar language for improved user experience and safety in large discord servers.

● Node.js script uses Discord.js library to run server and Google’s Speech to Text API to translate voice commands.. Data Analysis Research Report

● Utilized Free Music Archive’s datasets and Spotify API to conduct an A/B test of the “dance potential” of different music genres and create a linear regression model between the valence and “dance potential” of songs.

● Used the national Contraceptive Dataset from UCI ML Repository to conduct an A/B test between the age of women and her contraceptive use as well as created a k-nearest neighbors classifier to predict whether a woman used contraceptives or not. LEADERSHIP

Read Write Discover, Tully Branch - Founder/Director March 2018 – August 2018

● Founded a reading + literacy program for 56 immigrant and underprivileged students.

● Created advertising program Pod program with personalized curriculums for students + managed 12 tutors.Created communication channels to increase transparency between Parents, Tutors, and students to ensure a smooth experience

● Laid framework for transfer of responsibilities for ensured continuation of the program, establishing relationships with librarians and families, forming partnerships with local high schools, and drafting teaching guides.

● Cumulatively contributed over 500+ hours to immigrant families and Tully Library. SKILLS

Python (requests, boto3, discord, Beautiful Soup, SciKit, NLTK, Pandas, NumPy), Django, Express, AWS, React, JavaScript/Node

(jQuery, axios, mongoose, bcrypt), HTML/CSS, NoSQL/SQL, Java, C, Git, Excel

Contact this candidate