PhD student at Concordia University and Mila, researching mobile GUI agents and world models.
I study how agents understand interfaces, plan actions, and build reusable models of interactive environments.
Adamo Orsini, Seyed Mehdi Ayyoubzadeh, Sadman Rakib Pinon, Hannuo Zhang, Koosha Gholipour Baradari, Yuanhao Yu, Xinxin Zuo, Yang Wang
Builds reusable, task-agnostic destination memory from autonomous app exploration to improve navigation by mobile GUI agents.
Jacob Kingi, Hareekrishna Vellore Shanmugam, Zhixiang Chi, Sadman Rakib Pinon, Adamo Orsini, Yanan Wu, Yang Wang, Xinxin Zuo
Uses structure-preserving multimodal supervision to improve generalized category discovery while keeping inference entirely unimodal.
Sadman Rakib Pinon, Adamo Orsini, Yanis Falaki, Linlian Jiang, Jacob Kingi, Yang Wang, Xinxin Zuo
Synthesizes pose-diverse supervision from one reference image to improve identity preservation in personalized human video diffusion.
Selected product, machine-learning, and software projects. Older experiments remain available below.
Led product development with Concordia teammates and the Laboratory of Energy Policy in Slovenia, building a platform that optimizes EV charging bookings for capacity-constrained grids.
Led a 24-hour build of a cross-platform company news hub using X, GitHub, and Slack APIs; won ConUHacks VII's Mirego challenge.
Led front-end development for a LinkedIn-style network for technology professionals, coordinating task dependencies and mentoring teammates in React and Next.js.
Converted accelerometer measurements into position traces with Python to recognize handwritten letters and numbers.
Programmed obstacle-avoidance logic for an Arduino robot that won its class traversal challenge without touching an obstacle.
Designed and built an original Unity platformer, including its code, art, and music, earning Great Distinction at a regional science fair.
Lead architecture and delivery of SoftGolf's web platform and React Native mobile app, including App Store submissions, reliability, and AI-search visibility. Provide 24/7 support during live tournaments while shipping new requirements with the founders.
Teaching C++ fundamentals for COEN 243 and supporting COMP 6321 machine-learning labs as coordinator under Professors Xinxin Zuo and Yang Wang.
Developed two machine learning algorithms to match products between large-scale pharmaceutical product databases.
Developed PV solar panel investment tool for the EU market.
Prototyped a reusable Polymer.js and D3 hierarchy graph, validating an internal initiative that the team continued developing.
Built reusable Azure Pipelines templates and a C# file-processing CLI, then integrated the deployment workflow into production services and plugins.
Showcased new projects and edited any content by request on company website.
Utilized HTML, CSS, and jQuery in existing code base.
Researched modern web design and SEO standards to attract target customer base.
Worked alongside junior designer to create company logo, custom colour palettes, and company theme.
Achieved 92% SEO score on Google Lighthouse.
Updated website design and SEO capabilities according to company’s vision.
Developed cross-device compatibility for website consistency.
Improved SEO score from 68% to 100% on Google Lighthouse.
Performed cash opening and closing, inventory management, sales, restocking, and customer service.
Drove sales in the electronics department using knowledge of current product trends including Fitbit and Kobo.
Trained staff on electronics, POS, and engraving machine.
Obtained numerous positive customer reviews.
Concordia University
Montreal, Canada / GPA 4.3
Concordia University
Montreal, Canada / GPA 4.3
Concordia University
Montreal, Canada / GPA 3.92
John Abbott College
Sainte-Anne-de-Bellevue, Canada
Concordia University
Concordia University
NSERC
Associazione Italo-Canadese Del West Island
Ministère de l'Éducation et de l'Enseignement supérieur
Concordia University
ENGCOMM
Concordia University
Concordia University
Concordia University