Aryaman Sinha

I am a recent graduate from UC San Diego with a major in Data Science and a minor in Cognitive Science(with a Machine Learning Specialization). I am looking for Data Scientist/Data Analyst/Data Engineer/Software Engineer roles.

I have experience working in the Industry and in Research settings on a variety of projects using a range of techniques from Natural Language Processing to advanced Machine Learning Algorithms and tools of Web Scraping, Data Wrangling and Data Cleaning among others.

I am very comfortable with Python and SQL and am reasonably confident with JavaScript, R, Java.

Fractal Analytics Remote

DATA SCIENCE INTERN June 2022 - December 2022

• Web scraped customer reviews from the Verizon Community Forum
• Deployed various NLP algorithms including Latent Dirichlet Allocation to classify reviews into subtopics
• Generated insights based on the sentiments of classified reviews over time

UC SAN DIEGO San Diego, CA

DATA SCIENCE INSTRUCTIONAL ASSISTANT September 2021 - present

• Chosen to serve as tutor for class on Theoretical Foundations of Data Science
• Duties included holding biweekly office hours to help struggling students, making creative homework and exam questions, grading assignments and answering student questions
• Re-hired based on Instructor and student feedback (achieved 100% student recommendation rating)

SCRIPPS RESEARCH TRANSLATIONAL INSTITUTE La Jolla, CA

STUDENT INTERN June 2021 - Sept 2021

• Prepared a dataset of nearly 3 million data points using a High Performance Computing System for model training
• Developed Baseline model for hearing loss risk prediction
• Created Pipelines for Linear Regression and Artificial Neural Network models

XANE AI Remote

MACHINE LEARNING INTERN June 2020 - September 2020

• Developed a crawler to create a dataset of images for street sign detection
• Created a Convolutional Neural Network (CNN) for an image classification machine learning model using TensorFlow and PyCaret

DATA SCIENCE STUDENT SOCIETY(DS3) San Diego

PROJECTS DIRECTOR December 2021 - present

• Oversaw and ran project committee of 12 project teams each made up of 4 members
• Assessed over 220 applicants and conducted interviews to choose most suitable ones

Bachelor of Science - University of California San Diego

Major: Data Science

Minor: Cognitive Science