PREETPATEL

Data science student at the University of Georgia and owner of AP Web LLC. I turn messy real-world data into tools people can actually make decisions with, and I build the websites that put those tools in front of customers.

See the work Resume (PDF)
preet@preetp.com (470) 469-4288 LinkedIn
01

Featured project

Athens Airbnb Market Intelligence Tool

Python / SQL / Streamlit / JMP  ·  preetp.com/airbnb  ·  Dec 2025

Airbnb pricing in Athens swings hard around UGA football. Most hosts either guess their rates or copy nearby listings, so they underprice gamedays and overprice the dead weeks. I built a tool that turns local demand signals into day-specific pricing guidance and competitive context.

What I built

  • Data collection: scraped and processed 460+ Airbnb listings via Apify, then cleaned and stored the dataset in SQLite using Python.
  • Feature engineering: built date-level features including weekends, seasonality, UGA football games, graduation, and academic calendar events.
  • Modeling: trained a multivariable linear regression to estimate dollar premiums and discounts tied to football weekends, graduation, and seasonal demand.
  • Validation: checked model significance and distributions in JMP.
  • Product layer: shipped an interactive Streamlit dashboard that outputs day-specific rate recommendations and competitive insight.
460+ listingsscraped and cleaned via Apify
SQLite backendPython ETL pipeline
Event-driven pricingfootball · graduation · seasonality
Sample output: recommended nightly rate

Sample values for one listing type. The point of the model is that these gaps are predictable, so hosts don't have to guess.

02

Experience

Incoming
Fall 2026
BMW Manufacturing Co.
Compensation & Benefits Analyst Intern
Spartanburg, SC

Joining BMW's Spartanburg plant, the largest BMW plant in the world.

May 2026 —
Aug 2026
Southwire Company LLC
Data Operations Assistant
Carrollton, GA
  • Manage product data deployment across SAP, Salsify (PIM), and OpenText (DAM) to keep the catalog accurate on every sales channel.
  • Audit and synchronize digital assets across data warehouses to maintain integrity between systems.
  • Run data-cleansing workflows that catch and resolve metadata discrepancies on live product pages.
Feb 2026 —
Present
Celsius Holdings, Inc.
Student Marketing Ambassador
Athens, GA
  • Run data-driven campus outreach at UGA to grow brand visibility and product trial rates.
  • Optimize product distribution across campus by identifying high-traffic locations.
  • Track and report weekly performance metrics to see which tactics drive the highest ROI.
May 2024 —
Aug 2025
SSP Automotive LLC
Business Operations Intern
Snellville, GA
  • Sourced vehicles using auction and market pricing data to support buying decisions.
  • Maintained inventory visibility for incoming and active vehicles to reduce missed follow-ups.
  • Prepared registration and title documentation to improve speed and accuracy of processing.
Jan 2024 —
May 2024
Subway
Manager
Snellville, GA
  • Managed daily operations and coordinated scheduling for a 10+ person team.
  • Handled daily sales reporting, inventory, ingredient orders, and $1,000+ in daily revenue.
  • Owned opening and closing routines, cash handling, and POS reliability.
May 2022 —
Dec 2023
Subway
Cashier / Sandwich Artist
Snellville, GA
  • Handled payments accurately under high volume and kept lines moving during rushes.
  • Completed food prep to quality and speed standards.
  • Supported opening and closing tasks including restocks, cleaning, and cash counts.
03

Education

University of GeorgiaExpected May 2028

B.S. Data Science. Minors in Computer Science, Statistics, and Business.

04

Certifications & leadership

IBM — Data Science Specialization2025

Twelve course sequence across Python, SQL, machine learning, and visualization, with hands-on projects building end to end pipelines.

View certificate →
UC Davis — SQL for Data Science2025

Hands-on SQL for analysis: filtering, grouping, joins, and date and string functions.

View certificate →
Google — IT Support Professional2022

Networking, operating systems, system administration, and security fundamentals.

View certificate →
BAPS Atlanta — Group Lead2022 — Present

Lead weekly two hour assemblies for young children and help organize monthly youth programs and outreach. Four years of holding a room's attention every Sunday.

05

Skills

Core data stack
PythonSQLPandasNumPySQLiteJMP
Analytics & modeling
EDAData cleaningLinear regressionHypothesis testing
Data product & workflow
StreamlitDashboardsData vizETL pipelinesREST APIsWeb scrapingGit
Web & business
ReactTailwindStripeSEOAd campaignsSalesPricing analysis
Additional
Excel (advanced)JavaParallel programmingTeam leadership
Languages
English (native)Gujarati (native)Hindi (proficient)