Hi, I'm Kaveya Sivaprakasam.

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I'm an enthusiastic and creative individual, always eager to explore new challenges and broaden my horizons. I excel in diverse roles and am recognized for my responsibility, approachability, and strong communication skills. I am deeply passionate about leveraging my expertise to drive meaningful change and foster innovation in my field

About

Hello, I'm currently pursuing my Masters in Data Science at the University of California, San Diego. I am a vibrant and proactive person, constantly seeking out new opportunities for growth and learning. My technical proficiency spans data analysis, optimization of data processes, and enhancing data-driven decision-making. I am committed to applying my skills to create impactful solutions and promote innovation in every endeavor I undertake.

  • Languages: Python, R, Java, JavaScript, C, HTML/CSS, Bash
  • Databases: MySQL, PostgreSQL, NoSQL (MongoDB), GraphQL
  • Libraries: NumPy, Matplotlib, Pandas
  • Frameworks: Flask, Django, Node.js, Keras, TensorFlow, PyTorch, Bootstrap, Apache Beam
  • Tools & Technologies: Tableau, Power BI, AWS, Git, Alteryx, Neo4j, Excel (Pivot, VBA), Apache Spark, Kafka

Looking for an opportunity to work in a challenging position combining my skills in Data Science, which provides professional development, interesting experiences and personal growth.

Experience

Teaching Assistant
  • Taught SQL and database management, earning high praise from 96% of students.
  • Created and graded a curriculum that improved students' data handling skills.
  • Tools: SQLite, PostgreSQL, Object- Oriented Data Model, XML databases, SPARQL, Presentation
Jan 2024 - Dec 2024 | San Diego, USA
Data Scientist Intern
  • Improved machine learning model accuracy by 25% and reduced data latency by 40% using TensorFlow, Scikit-learn, and Azure.
  • Enhanced decision-making and workflow efficiency by 15-20% through Agile, Tableau, and optimized database management.
  • Automated reports with Power BI dashboards that integrate data from MySQL and data warehouses for timely business insights.
  • Tools: MySQL, Power BI, Python, TensorFlow, Scikit-learn, Azure, Tableau
Jun 2024 - Current | Remote, USA
Teaching Assistant – C Program
  • Conducted live coding sessions in C programming, delivering over 120 hrs of instruction to a students.
  • Covered topics on control statements, functions, arrays, strings, pointers, dynamic memory allocation, and error handling.
  • Tools: C
Mar 2023 - May 2023 | Mumbai, India
Data Scientist Intern
  • Enhanced data processing and model accuracy by 30% and 35% respectively using advanced machine learning techniques and Python.
  • Streamlined data management and reporting on AWS, MongoDB, and Power BI, significantly improving efficiency and decision-making.
  • Tools: SQL, Power BI, AWS, Python, MongoDB
April 2021 - Aug 2023 | Mumbai, India

Hobbies

My Me Time :)

Art
Read
Gym
Surf
Trek
Cook

Projects

music streaming app
Credit Card Fraud Detection

Machine Learning Model to detect frauds.

Accomplishments
  • Tools: Scikit-learn, LightGBM, Matplotlib, Kolmogorov-Smirnov (KS) test
  • Developed predictive models using advanced feature engineering from 10 data fields
  • Achieved a 3% false discovery rate with a Random Forest classifier.
  • Projected to save $45 million annually by reducing fraud and false positives.
quiz app
Data Science Community Analysis on Reddit

A comprehensive data analysis on different data models

Accomplishments
  • Tools: SQL, Neo4j GraphQL, NoSQL
  • Conducted a comprehensive analysis of data science subreddits using PostgreSQL, Cypher, and MongoDB.
  • Integrated relational, graph, and JSON data from Kaggle and Reddit in a Docker environment.
  • Derived insights on subreddit growth, engagement, and community trends.
Screenshot of web app
Phoenix Event Management

A digital platform for reserving seats at academic activities

Accomplishments
  • Tools: Flask, BeautifulSoup (Web scraper), SQLite, SHA 256, mailing, chart.js
  • Integrated features including course listings, mailing, report generation, and live attendance counters.
  • Featured an organizer dashboard with advanced analytics for an improved experience.

Leadership and Volunteering

Data Management Clerk
  • Organized data regarding donations and budget reports into detailed pivot tables which helped to speed up the analytics processing by 2x
Jun 2022 - Sep 2022 | Mumbai, India
General Secretary
  • Managed the CSI team for all the activities conducted by CSI-VIT.
  • Conducted 12 successful events including webinars, workshops, competitions and also streamlined collaborative events with GitHub, Spark AR, CESA-VIT.
Aug 2021 - Jul 2022 | Mumbai, India
IITM Student Placement Representative
  • Coordinated with the companies and onboarded them for hiring which resulted in increased internship and placement opportunities for students of IITM
Oct 2021 - Oct 2022 | Chennai, India
Public Relation Lead
  • Responsible to lead the design group and designed visual content for the official social media pages to improve the engagement of students with the committee
Sept 2021 - Dec 2022 | Chennai, India
Graphic Designer
  • Improved the engagement and increased the reach of the event by 20% using appealing posts on social media.
Nov 2020 - Jan 2021 | Mumbai, India
Editorial Team Member
  • Tasked to document the event and design itinerary and newsletter.
April 2021 - May 2021 | Mumbai, India

Education

University of California, San Diego

San Diego, USA

Degree: Master of Science in Data Science
CGPA: 4.0/4.0

    Relevant Courseworks:

    • Statistical Model
    • Fraud Analytics
    • Causal Inference

University of Mumbai

Mumbai, India

Degree: Bachelor of Engineering in Computer Engineering
CGPA: 4.0/4.0

    Relevant Courseworks:

    • Big Data Analytics
    • Social Media Analytics
    • Finance Management

Contact