Get To Know More

About Me

Desired Experience

Seeking Internship Opportunities

Open to Onsite/Remote

Software Engineer,
Fullstack Developer,
AI/ML Engineer, Data Analyst

Current Education

Junior - May 2027

UNC Chapel Hill

B.S. Computer Science
B.S. Statistics and Analytics
Minor in Business

Hi, I’m Jason Pereira, a passionate Developer with a couple years of experience creating engaging, user-friendly websites and applications. Currently, I’m exploring the intersections of technology and service, with a focus on creating innovative solutions. With a background in computer science and hands-on experience in various programming languages and frameworks, I’m always excited to learn and tackle new challenges. Outside of coding, I’m an Eagle Scout and a tennis enthusiast, constantly looking for ways to grow my skillset and contribute to impactful projects!

Incoming / Currently / Previously

Wells Fargo

Arthmetis

Where I’ve Worked

Experience

Artificial Intelligence Intern

Arthmetis

June 2025 — Present

Python LangChain Vector Embeddings

Researched and evaluated machine learning models for consumer preference forecasting, improving prediction reliability and reducing manual market analysis time for downstream marketing teams.
Engineered an LLM-powered product recommendation system that analyzed user behavior patterns to generate personalized recommendations, enabling more targeted retailer engagement and data-driven decision-making.
Built using Python, LangChain, and FAISS vector embeddings, collaborating cross-functionally to research emerging AI strategies, iterate on model design, and translate experimentation into deployable analytics workflows.

Browse My Recent

Projects

1st Place · Duke AI Hackathon

Case Closed

AI-Powered Legal Research Tool
Backed by 1789 Student Venture Fund

DeltaHedge

Polymarket Statistical Hedging & Correlation Analysis Platform

FlowTrack

iOS Subscription Tracking App

Ethics Bowl Academy

Client Ethics Education Platform (UNC Parr Center)

P2P Live...

P2P UNC Transit Website Revamp

Spotify UI

Spotify UI Clone with Swift with Additional Features

Project: Goldilocks

Exoplanet Habitability Exploration with NASA Data

Coming soon...

UNC Campus Food Optimization for Students

Card Validator

Credit Card Validator with Luhn Algorithm

Stock News Sentiment Analysis

BERT-based News Sentiment Model

Computer Vision Road Object Detection

Real-Time CNN Object Detection

Receipt Expenses Tracker

OCR Receipt Expenses Tracker

ConnectCarolina Open Seats Spotter

Automated Course Seat Monitoring Tool for UNC Students

Leet Streak

Daily LeetCode streaks with social accountability

EcoCart AI

AI-powered grocery sustainability, from receipt to 3D store navigation

Carolina Corner Interface...

Community Story Archive Initiative

Coming Soon...

New Project In Development

How I am Involved

Leadership & Involvement

Eagle Scout

Active Scout for 12+ Years

• 32 Merit Badges
• 918 Leadership days
• Good Citizenship Award (Marines)
• Bronze & Gold Eagle Palms
• Order of the Arrow Honor Society
• Junior Assistant Scoutmaster
• Numerous camping nights, service hours, and miles hiked

Buckley Public Service Scholar

Carolina Center for Public Service

• Robert E. Bryan Fellow
• Completed Orientation and Information Sessions
• Various Skills Training courses throughout the semester
• Working towards 300+ service hours and BPSS Graduation

Velocity Labs

Quantitative Trading Analyst

• UNC's premier community of prospective quantitative traders, developers, and researchers
• Learning market making, probabilistic predictions, brain teasers
• Preparing for quant interviews

CS + Social Good

Project Team Member

• Created social-good tech projects for community impact
• Collaborated with a team addressing challenges.
• Engaged with peers in workshops and discussion
• Shipped Parr Center for Ethics Website

Where I’ve Studied

Education

Univ. of North Carolina at Chapel Hill

Honors Carolina

B.S. Computer Science · B.S. Statistics & Analytics · Business Minor

2025 — 2027 (expected)
- Velocity Labs · Carolina Invest. Group
- CS + Social Good · App Team Carolina
- Carolina Skylab · FBLA-C · TEDxUNC
- Buckley Public Service Scholar
- Duke AI Hackathon - Enterprise Tools Track Winner
Central Piedmont Community College

Dual Enrollment · Associate's in Arts

2023 — 2025
- 4.0 GPA · Named to President's List
- CSC249 Data Structure & Algorithms, MAT273 Calculus III, MAT280 Linear Algebra
Ardrey Kell High School

High School Diploma

2021 — 2025
- Eagle Scout · Junior Assistant Scoutmaster
- UNCC Data Science Researcher · Presented at 2024 NCCTM Conference
- FBLA VP of Competition · Key Club Cofounder
- USTA Tennis · Various STEM Mentoring