Hello,
and welcome to my resume

I'm exploring how technology, ideology, and narratives shape our understanding of truth, power, and society.

Information is nothing but narrative. Nothing is ever neutral.

Words, data, and images carry meaning and intent. They inform, persuade, or mislead. I examine how technology, ideology, and language intersect to shape perception and belief.

With a BA in Political Science and currently pursuing a Master’s in International Studies, I leverage my generalist technical knowledge and strong conceptual thinking to build prototypes as well as design and run experiments with large language models. Methodical and collaborative, I thrive in cross-disciplinary teams committed to responsible AI and clear digital communication.

Featured projects

Interface2

WIP /// LOCAL-FIRST

Interface2

Interface2 is a prototype agent-first desktop you use like a conversation: you type, it does. The screen stays quiet: one command line at the bottom, a small status tile for time and weather, and a slim rail of helpers for writing, research, files, math, and music. No windows to shuffle, no cloud, no API calls. Everything runs locally on small models, local indexes, and your own files.

Tuned for fully offline use on 4B-parameter models, so the flow remains predictable: ask in plain text, get one focused outcome, stay in control. Interface2 is an agent-driven desktop stripped to essentials so you can think in language, not menus, and get real work done without the internet. You are in control. Disconnect.

SEPTEMBER 2025 – PRESENT

AI-DEOLOGY

WIP /// FRAMEWORK

AI-DEOLOGY

AI-DEOLOGY is my attempt at an impossible task. Though still in development, it already functions as a framework designed to analyze political bias in large language models from within the very systems it seeks to critique. The program enables users to select from both predefined and custom models, configure ideological test conditions, and evaluate responses across multiple controlled scenarios. The system centers on three main test types: evaluating raw responses to political questions, measuring influence after simulated biased conversations, and testing reactions to ideologically slanted prompts. A second model, acting as an impartial judge, analyzes the primary model’s outputs and rates their agreement with each question’s premise. In attempting to measure ideology through models shaped by ideology, AI-DEOLOGY operates in full view of its paradox.

Highly criticizable, the framework is built with flexibility in mind. It supports both API-based and local models via a customizable configuration file. A streamlined command-line interface guides users through model selection, test execution, and result aggregation, offering an accessible yet rigorous environment for examining ideological patterns in language model behavior. I aim to distribute it when finished.

APRIL 2025 - PRESENT

PropagandAI

DISCONTINUED /// EXPERIMENT

PropagandAI

PropagandAI is an experimental platform and tool designed as an immersive environment for exploring the automation of news and ideological storytelling through artificial intelligence. Built around a few commercially available large language models, the system fetches, generates, and rewrites news content from across the ideological spectrum to reveal how bias, framing, and even entire narratives can be shaped at scale.

The tool doesn’t just reflect on media manipulation; it performs it. Through controlled simulations, it exposes how AI can be used to fabricate consensus, polarize discourse, or mass-produce propaganda. It's a space where the machinery of influence is laid bare.

MARCH 2025 – MAY 2025

Credentials

Education

  • +Bachelor's degree in Political Science
  • +Pursuing graduate-level studies in International Studies (UDEM)

Certifications

  • +Certificate in Ethics of AI (University of Helsinki)
  • +Certificate in Artificial Intelligence Fundamentals (IBM)
  • +Certificate in Google Project Management (Coursera)
  • +Certificate in Research Ethics (2nd Edition of the TCPS Research Ethics Training)
  • +Certificate in The Secrets of Open-Source Intelligence (Udemy)
  • +Certificate in Weapons of Mass Destruction: Diplomatic, Political, and Military Issues (Institute for Applied Geopolitical Studies)
  • +Certificate in Code Foundations (Codecademy)
  • +Certificate in Future of AI (BlueDot Impact)

Technical Skills

Working familiarity with Python, HTML, CSS, and JavaScript developed through self-directed projects

Experience

Developed practical project management skills in numerous projects or events I helped direct

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