Seeking ML / Data Science Internships
I'm a Computer Information Systems student at Cal Poly Pomona (Data Science minor, 3.8 GPA, graduating May 2027) who builds data-driven applications end to end, from PostgreSQL schemas and Python back ends to React interfaces and PyTorch models.
I shipped a logistics optimization platform that cut truck assignment time by 70% and a deep-learning MRI classifier with 95% test accuracy. Now I'm extending that classifier into my capstone: brain tumor detection and risk flagging.
Selected Work
Extending my MRI classifier into an end-to-end pipeline that detects whether a tumor is present, then classifies it as glioma, meningioma, or pituitary tumor. Designing a review flag for tumor-free scans with features linked to elevated risk, so physicians can prioritize those patients for follow-up.
Capstone · In progress
Trained and evaluated a ResNet18 convolutional neural network in PyTorch on 3,200 MRI scans to classify them as glioma, meningioma, pituitary tumor, or no tumor. Analyzed the confusion matrix and per-class metrics to pinpoint misclassification patterns between tumor types.
95% test accuracy · 3,200 MRI scans
Web-based logistics optimization platform built during my internship at Phat Thinh Vina (React, Flask, Neon/PostgreSQL). Bin-packing and distance-based route grouping match each order to a suitable truck by capacity, weight, and volume.
~10 orders a day · 70% faster truck assignment
Python simulation of aircraft turnarounds that processes 15+ concurrent flight operations with automated gate assignment. Analyzed flight performance, turnaround delays, and operational results with pandas and visualized them in Matplotlib.
15+ concurrent flights · Automated gate assignment
Education
Work
Work
Work
Education
Toolkit
The tools I use most, with machine learning first.
PyTorch, scikit-learn, Pandas, Matplotlib, Jupyter, Power BI, Excel
Python, SQL, JavaScript, TypeScript, Java, C++, HTML/CSS
React, Next.js, Flask, REST APIs
PostgreSQL, Neon, Git, GitHub, Postman
Camera snapshots
Outside of building software, I enjoy shooting photos and capturing clean, quiet, and meaningful moments.
No. 01
Driving through a stone gallery on Highway 1 as the Big Sur coast opens up ahead.
No. 04
Diners on a terrace above Monterey Bay while a lone sailboat drifts past.
No. 02
A cyclist locks up below the bridge as fog swallows the far tower.
No. 05
A street vendor sells flowers straight from her motorbike in Hanoi's Old Quarter.
No. 03
Two empty chairs and warm wood facing the bay from a Monterey hotel.
No. 06
All-black streetstyle against a red brick block and a clear California sky.
CONTACT
Hiring an ML, data science, or developer intern? I'd love to hear from you.
$ contact --email
han.ldg25@gmail.com
$ open --github
github.com/hanle25
$ status
Open to machine learning, data science, and software engineering internships. Graduating May 2027.