Maloudnee Marcier

/ about-me

I am an undergraduate computer science student at the University of Central Florida focused on machine learning. I’m drawn to problems where intelligence and user experience intersect– how machine learning systems directly define how people interact with software. Through my projects, I explore how to design systems that are technically robust and intuitive for real users.

What I've been working with recently:

LangChain
PyTorch
OpenCV
TensorFlow
SwiftUI
FAST API

Outside of tech, I enjoy reading, traveling, and learning new languages. Maintenat, je parle un peu français. 日本語次!

/ experience

Some work I've done in the past. Currently looking for summer 2026 internships!

Undergraduate Research Assistant @ University of Central Florida

Oct 2025 - Feb 2026

Cleaned and structured 1,000+ data samples of dysarthria speech patterns to train a generative AI model capable of analyzing a user's speech errors and returning personalized pronunciation guidance and exercises.
Built a Python data pipeline using Librosa and Montreal Forced Aligner (MFA) to process TORGO dataset recordings across control and dysarthric speakers, extracting phoneme-level alignments to identify speech errors such as dropped consonants and phonemes.
Collaborated with a peer researcher to cross-validate findings by combining phoneme-level pronunciation analysis with word-level transcription comparison.

/ projects

Projects I've done.

Cybersecurity Tools That Cry Wolf
Feb 2026 -- Present
Security analysis app using a Naive Bayes classifier to automatically categorize CVE entries into system layers using NLP.
Java • Python • Scikit-learn • React • Git
Look Journal
Jan 2026 -- Present
Beauty tech app solving the foundation matching problem for diverse skin tones using computer vision and a personalized recommendation algorithm.
Python • PyTorch • LangChain • React • PostgreSQL • AWS
Tear of Fate
KnightHacks 2025
Browser-based 2D game with real-time emotion detection that adapts gameplay based on the player's facial expressions.
JavaScript • TensorFlow.js • Phaser.js • WebSockets • Python • Google ADK
Bon Voyage
Sept 2025 -- Oct 2025
Travel budgeting and planning app that was built using SwiftUI allowing users to manage their trips both past and upcoming.
SQLite • Swift • SwiftUI
Yappin Entertainment
ShellHacks 2025
A chrome extension that allows Netflix family members to communicate their thoughts on shows/movies via Netflix.
Javascript
Physics Explained
July 2025
A web app utilizing Google Gemini API to break down physic topics to users.
Python • Flask • Javascript • HTML • CSS • Google Gemini API
Gemini Playlist Generator
GemiKnights 2025
A web app that takes in user input then produces a playlist of 17 songs based off of their input.
Express.js • Javascript • HTML • CSS • Google Gemini API
Pokéflex
KnightHacks 2024
Lightweight informational Android app built with Kotlin and Jetpack Compose that functions as a Pokédex.
Kotlin • Jetpack Compose • Android Studio • JSON • PokéAPI

Built with care by Maloudnee Marcier.