Ann Binus profile picture

ANN
BINUS

annbinus123@gmail.com

Hello, I'm a Software Engineer specializing in full-stack development and AI/ML applications — passionate about building innovative solutions that drive real impact. Let’s create something amazing!

01

Education

2020 — 2024

Bachelor of Science in Computer Science

University of Central Florida · Orlando, FL

Data Structures Algorithms & Analysis Artificial Intelligence Robot Vision Web Development Parallel & Distributed Processing Systems Software Discrete Structures Linear Algebra
02

Skills

Languages

Java
Python
JavaScript
TypeScript
C
SQL
HTML/CSS

Python Libraries

Pandas
Matplotlib
Plotly
pytest
PyTorch

Tools & Frameworks

React
Node.js
MongoDB
Docker
Git
Blender
HuggingFace

Backend

Spring Boot
Log4j2
Flask
PostgreSQL
REST APIs

AI & ML

NLP (Qwen LLM)
Whisper AI
Microsoft Copilot Studio
Machine Learning
OpenCV
scikit-learn

Visualization

Tableau
Mapbox GL
Data Visualization
03

Experience

Jun 2025 — Present

Software Engineer

Temenos · Orlando, FL

  • Engineered an NLP pipeline using Qwen LLM to extract red flags from 10+ AML regulations, generating JSON rule catalogues for Temenos Financial Crime Mitigation Profile, reducing configuration time by ~60%
  • Reduced Docker image vulnerabilities by 80% in FCM services by mitigating Quay.io findings, rebuilding/testing containers, and delivering compliant, production-ready images
  • Built an AI-powered Onboarding Buddy with Microsoft Copilot Studio during a hackathon to guide newcomers through company products, accelerating onboarding and knowledge adoption
NLP Qwen LLM Docker Microsoft Copilot Studio JSON
Jun 2023 — Aug 2023

Software Development Intern

Citi · Tampa, FL

  • Developed and integrated an automated logging solution in Spring Boot using Log4j2, improving debugging efficiency by 30% and streamlining performance analysis
  • Leveraged Python (Pandas) for data analysis and Tableau for visualization to identify a positive correlation between air quality and Airbnb prices, contributing to Citi's $1T Sustainable Finance initiative
Spring Boot Log4j2 Python Pandas Tableau
04

Projects

✈️

Trippy Travel Planner

Built a full-stack AI travel planner with React, Node.js, and PostgreSQL using LLMs for personalized itineraries. Implemented TikTok video transcription and recommendation extraction feature using Whisper AI and yt-dlp. Developed interactive drag-and-drop itineraries with real-time scheduling and Mapbox GL visualizations.

React Node.js PostgreSQL Whisper AI Mapbox GL JWT
GitHub
🚀

NASA Simulation Exploration Experience

Constructed a lunar base infrastructure simulation on the Pitch Run-Time Infrastructure platform, utilizing High-Level Architecture principles. Created a lunar base federate in Pitch RTI, integrating 3D lunar base models developed in Blender. Deployed the RTI on an Ubuntu server, enabling remote access for 20+ SEE teams through OpenVPN.

Pitch RTI Blender Ubuntu OpenVPN HLA
🤟

ASL Express

Built a real-time ASL recognition app using Flask, OpenCV, and scikit-learn, incorporating machine learning models to recognize gestures, which translated ASL to text with 80% accuracy. Developed during a hackathon to improve accessibility and communication.

Flask OpenCV scikit-learn Machine Learning Python
GitHub

Let's Work Together

I'm always excited to connect with fellow developers, potential employers, or anyone interested in collaborating on innovative projects.

Email

annbinus123@gmail.com

LinkedIn

linkedin.com/in/annbinus

GitHub

github.com/annbinus
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