My Name is Prem Rana,
a Data Scientist
Engineer
Musician
Entertainer
& Creator
About
I'm currently an undergraduate student at Southern Illinois University Carbondale studying Computer Science along with Digital Media . I really like making things, whether it be developing applications, creating art, or anything in between. In my free time, I'm either coding, making music, gaming, or hanging out with friends and family.
Download CVExpertise
- Machine Learning
- Data Analytics
- Data Visualization
- Database Management
- Information Technology
- Computer Science
- Media Production
- Visual Design
- Marketing
- Project Management
Experience
Green Roof Team
Lead Data Engineer
November 2019 - Present
As the Lead Data Engineer, Prem:
-Researches the application of Machine Learning and Deep Learning techniques to optimize irrigation on a garden roof.
-Implements a microcontroller master-slave system that blends analog and digital data collection in order to gather information on soil moisture habits in a garden roof.
-Optimizes power distribution from student-built Wind Turbine towards irrigation system to create fully self-sustaining microcontroller system.
-Develops data pipelines and web interfaces to streamline and display the data collected.
Ingredion
Data Analyst Intern
May 2021 - August 2021
As a Data Analyst Intern, Prem:
-Transformed a paper-based form system to a paperless-based system to improve the efficiency of plant operations through the use of Microsoft Power Apps
-Improved Data Pipelines for faster and more dynamic flow of data.
-Integrated and retooled previous SQL Server Databases to create easier opportunity for Data Analytics and Forecasting.
Southern Illinois University Carbondale
Undergraduate Research Assistant
Jan 2021 - Sep 2021
As an Undergraduate Research Assistant, Prem:
-Cleaned and manipulated various datasets using Pandas and SQL to understand researched COVID-19 strains in relation to Google Mobility Data and CDC published data
-Created easy-to-use tool for in-house researchers to upload new COVID-19 Strain Data using Flask and Javascript
-Trained and Researched Various Regression Models using Scikit-Learn to predict movement of COVID-19 Virus
WSIU
Media Producer
August 2018 - Present
As a producer, Prem:
- Produces the award-winning show "Scholastic Hi-Q"
- Directs the award-winning newscast "River Region Evening Edition"
- Leads an entirely student-run team on a live newscast while teaching team about various roles in a television station.
CDW
Planning and Project Management Intern
May 2020 - Aug 2020
Prem interned at CDW, a technology provider for businesses and
government. Roles included:
-Data Analytics of client projects
-Improvement of information pipeline between CDW and clients
Education
Southern Illinois University Carbondale
B.S in Computer Science
Expected May 2022
Southern Illinois University Carbondale
B.A in Radio, Television, & Digital Media
Expected May 2022
Springboard
Certified Machine Learning Engineer
Jan 2020
Recent Works
Here are some of my projects.
Horizons
This track was created for the Audius Beat Cypher Challenge by New Vibe Radio. I took a sample pack that they gave me, and using only their samples, created this track within the span of 3 days.
- Original Production
- Audio Engineering
Tweettragedy
I worked on a disaster analyzer that leveraged Twitter and a multi-classifier Machine Learning Model to determine relevant data to a disaster situation. I helped develop the back-end code, as well as took a hands-on project managerial role to guide the team forward.
- Python
- Data Science
- Machine Learning
- Full-Stack Development
- AGILE Project Management
Chance the Rapper - Same Drugs (Indian Mamba Remix)
This song started out with a piano freestyle, which I layered Chance's vocals on. From there, the rest of the track developed.
- Remix Production
- Audio Engineering
Athena 2.0
This is a Discord Bot used in the CompetitiveOverwatch Discord Server. Serving nearly 25,000 members, the bot provides information related to the Overwatch League along with some fun features for unique user interaction.
- Discord Bot
- Python
- SQL
- Data Science
Seasons of Freestyle
When I started making music, one of my goals was to create an cohesive experience. I wanted to make something that showcased my love for piano, while also pushing me to create something unique. This EP was made purely out of improvisational piano pieces, pieces that I've created and stored for almost a year now. I'm so excited to have been able to take these small ideas and develop them into something greater. A story of the changing seasons
- Original Production
- Audio Engineering
Autonomous Irrigation System
The Autonomous Irrigation System looks to combine Agriculture with Computer Science. Awarded the REACH Grant, the goal with this project is to use predictive analysis to optimize water flow to the Green Roof, all without any human intervention.
- Python
- Data Science
- Machine Learning
- Electrical Engineering
- Full-Stack Development
- AGILE Project Management
Get In Touch
You can reach me through any of the social media below.