Open to opportunities

Adriano Mancuso

@adrianomancuso

I build full-stack web applications, REST APIs, and AI-powered recommendation tools.

I built an AI Music Recommender using Next.js, TypeScript, and a Python/FastAPI backend, integrating Spotify OAuth for personalized live recommendations. I also trained a custom artist-recommendation model using NetworkX graph crawls and Gensim Word2Vec embeddings.

For Get Around Campus, I modeled path data across 10 university campuses as weighted graphs and implemented Dijkstra’s Algorithm for shortest-path computation. I built a Flask REST API for geospatial queries and created an interactive map with Leaflet.js and OpenStreetMap.

I also designed a React-based portfolio website with JavaScript, HTML, CSS, React Router DOM, and a user-focused interface.

Alongside my computer science studies at York University, I bring customer service, teamwork, and leadership experience from the City of Richmond Hill and City of Vaughan.

Experience

Work history, roles, and key accomplishments

Current

Recreation Facility Receptionist

Current

City of Richmond Hill

Jun 2025 - Present (1 year 3 months)

Processed all transactions, including registrations and payments, with high accuracy using the POS system. Resolved an average of 50 customer issues per day related to program inquiries and registrations, ensuring positive community engagement.

POS systems Customer Service Transaction Processing Problem Solving

Education

Degrees, certifications, and relevant coursework

York University

Bachelor of Arts, Computer Science

2024 -

Grade: 6.80/9.00 ≈ 3.02/4.00

Activities and societies:

Pursuing a Bachelor of Arts Honours in Computer Science with expected graduation in May 2028. Coursework includes advanced object-oriented programming, data structures, and algorithms and more.