$ whoami
# Passionate about applying machine learning and software engineering to solve real-world problems in medical physics, bioinformatics, and beyond.
cat about.txt
$ education.info
Loyola University Chicago
Bachelor of Science in Computer Science
Minor in Statistics
Aug. 2023 - May 2027
$ current_focus.sh
Computer Vision & Robot Learning Researcher
Imitation Learning & 6D Pose Estimation
Bioinformatics & Data Analysis
Full-Stack Development
# I'm a computer science student with a passion for applying cutting-edge technology to solve meaningful problems. My work spans medical physics research, where I develop neural networks for medical imaging, to bioinformatics, where I create tools for mass spectrometry data analysis. I also enjoy building full-stack applications and sharing my knowledge through my blog, Mechanical Inclination.
ls -la projects/
# Key Highlights:
- →Investigating imitation learning pipelines for robotic manipulators
- →Integrating foundation models (FoundationPose, SAM3) for robust 6D pose estimation and object segmentation
- →Developing motion retargeting algorithms to map human hand trajectories onto robot hardware constraints
# Technologies:
# Key Highlights:
- →Designed backend using FastAPI and MLflow
- →Integrated BERT text classification model for emotion extraction
- →Leveraged Google's Gemini API for personalized insights
# Technologies:
# Key Highlights:
- →Lead Back-End Developer at 24-hour hackathon
- →Engineered data pipeline from Raspberry Pi Pico to FastAPI backend
- →Integrated Google's Gemini API with prompt engineering
- →Successfully transitioned from SpringBoot to FastAPI under time pressure
# Technologies:
# Key Highlights:
- →1 of 8 recipients of funded summer research fellowship
- →Novel neural network architecture development
- →Advancing markerless tumor tracking research
- →Improving radiotherapy accuracy through clearer visualization
# Technologies:
# Key Highlights:
- →150+ combined followers across YouTube, Substack, and Instagram
- →Consistent content creation for 4+ years
- →Reviews of stationary goods and technology projects
- →Video production and editing skills
# Technologies:
cat experience.log
Computer Vision and Robot Learning Researcher
Loyola Chicago Software Systems Laboratory
Chicago, IL
Investigating imitation learning pipelines to enable robotic manipulators to mimic human dexterity from video input. Integrating foundation models (FoundationPose, SAM3) for robust 6D pose estimation and developing motion retargeting algorithms.
Webmaster
Loyola University Chicago, Department of Computer Science
Chicago, IL
Maintain and update the department website, ensuring content accuracy and 99.9% uptime. Collaborate with faculty to design and implement new web features. Optimize site performance and accessibility standards.
Medical Physics Researcher
Loyola University Cardinal Bernardin Cancer Center
Maywood, IL
Developing neural network architectures for medical image processing and tumor tracking research.
Software Engineering Intern
Bitsource LLC
Pikeville, KY
Developed hardware and software solutions for sidewalk crack detection and severity analysis.
Undergraduate Research Assistant
Moseley Bioinformatics Lab, University of Kentucky
Lexington, KY
Developing analytical tools for Fourier transform mass spectrometry data distortion removal.
grep -r "skills" ./
tail -f blog.log
# Thoughts on technology, research, and the tools that make our work better.
$ Welcome to My Blog
An introduction to my personal blog where I'll share thoughts on technology, research, and the tools that make our work better.
$ Setting Up PyTorch for Medical Imaging Research
A comprehensive guide to setting up PyTorch for medical imaging projects, including GPU configuration and essential libraries.
./contact --help
# I'm always interested in discussing new opportunities, research collaborations, or just connecting with fellow tech enthusiasts.