Available for opportunities

Justin Forbes

~/
4
AI Agents Built
1.7M+
Data Points Processed
500+
Code Reviews
Dec '26
Expected Grad.
01

About

Hey, I'm Justin. A CS student at Manhattan University who builds systems that drive real business impact, from serverless AWS architectures to full-stack fintech applications.

I recently completed an AI Automation Externship at Wayfair, recognized as a Top Performer, where I built a 4-agent n8n system that automated competitive intelligence workflows for the Rugs category team.

Outside of that, I'm the founder of Clubbies, a nightlife discovery platform built for the Bronx and NYC, and I'm constantly pushing into fintech — building payment systems, real-time data pipelines, and AI-powered tools at the intersection of finance and software.

Bronx, NY — Manhattan University CS '26
Current Status
CS Student + Open to Roles
University
Manhattan University, Bronx NY
Top Skills
Python · FastAPI · AWS · PostgreSQL · React
Currently Building
Fintech apps & AWS-powered data pipelines
02

Experience

Wayfair · Top Performer
AI Automation Extern
Jan 2026 – Mar 2026
▶
  • Designed and deployed 4 autonomous AI agents using n8n for Wayfair's Rugs category team, automating trend discovery, competitor monitoring, and content strategy workflows
  • Built a Market Intelligence Dashboard aggregating outputs from all agents into a centralized reporting interface for stakeholder review
  • Integrated LLM APIs within n8n pipelines to generate automated content briefs and competitive insights, reducing manual research time
Clubbies · Founder
Nightlife Review Platform
Sep 2025 – Present
▶
  • Built full-stack mobile application for nightlife venue discovery and reviews using Flutter and FastAPI
  • Implemented secure RESTful API with JWT authentication, rate limiting, and comprehensive security middleware
  • Designed normalized PostgreSQL database schema with SQLAlchemy ORM for users, venues, reviews, and photos; deployed backend to Render
DataAnnotation.tech
Data Annotation Specialist
Jan 2024 – Present
▶
  • Reviewed 500+ code submissions across multiple languages for bug identification, algorithm optimization, and security vulnerabilities
  • Evaluated and ranked AI-generated code for correctness, efficiency, and best practices to improve model training data quality
  • Designed and refined prompts to test AI model responses, assessing quality, accuracy, and alignment across 500+ evaluations
03

Projects

↗
01 ——
OddsFlagger

Real-time NBA player props tracker that detects significant line movements on FanDuel. Serverless architecture with AWS Lambda, ElastiCache (Redis), and EventBridge CRON jobs. FastAPI backend proxies Lambda endpoints to a React frontend that auto-refreshes every 10 minutes during game windows.

AWS Lambda ElastiCache EventBridge FastAPI React Redis Python
03 ——
Wayfair Market Intelligence

4-agent n8n automation system: Trend Discovery, Competitor Monitoring, AI Content Strategy, and Market Intelligence Dashboard. Aggregated insights for Rugs category stakeholders.

n8n LLM APIs Google Drive AI Agents
↗
04 ——
Clubbies

Full-stack nightlife review platform for NYC venue discovery. JWT auth, rate limiting, Cloudinary for media, normalized PostgreSQL schema deployed to Render.

Flutter FastAPI PostgreSQL JWT Auth Cloudinary
↗
05 ——
Weather-Driven Traffic Analytics

Cloud-native predictive analytics platform forecasting NYC traffic volume from weather conditions. Integrated 1.7M+ traffic data points via OpenMeteo API and NYC DOT datasets. Presented at AI4ALL Ignite NYC.

Python FastAPI scikit-learn Google CloudRun CI/CD
↗
06 ——
Align

Android fitness app for real-time squat form analysis using MediaPipe pose estimation. Kotlin/Jetpack Compose frontend with FastAPI backend, SQLAlchemy models, and GitLab CI/CD.

Kotlin Jetpack Compose FastAPI MediaPipe SQLAlchemy
07 ——
Neural Networks Research

Comparative study of MLMVN, MLP, and SVM models in MATLAB on a student grade dataset. Hebbian learning and error-correction implementations in Python. Time series prediction on Poland power consumption.

Python MATLAB scikit-learn Neural Networks
04

Skills

Languages
PythonJavaScript SQLKotlin DartHTML/CSS
Frameworks & Tools
FastAPIFlutter Reactn8n AWSDocker PostgreSQLGit MediaPipe
Concepts
REST APIsJWT Auth CI/CDMachine Learning AI AgentsPrompt Engineering Parallel Computing
Let's build something

Get In Touch

Open to internships, full-time roles, and interesting collabs. Always down to talk AI, backend systems, or NYC nightlife.