$ portfolio

Wafflr

Wafflr is a private weekly video ritual for close friends who want to stay in touch without the noise of group chats or performative social media. Friends share quick 2-minute updates in small groups, creating a low-pressure way to feel present in each other's everyday lives.

dex.ai

Video-to-3D reconstruction platform using photogrammetry, NeRFs, and Gaussian Splatting with on-demand GPU processing.

PennOS

Unix-like operating system with a shell, scheduler, process lifecycle management, and file system semantics.

RISC-V Pipelined Processor

Five-stage RV32IM processor with bypassing, stalls, branch prediction, and an AXI4-Lite memory interface.

Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces

Studied how contrast, brightness, motion blur, pose, and resolution affect facial recognition in police-style images. The experiment used StyleGAN3 synthetic faces, FairFace demographic labels, and ArcFace-based identification to measure accuracy and demographic disparities under controlled degradation.

MoE-Beyond: Learning-Based Expert Activation Prediction on Edge Devices

Built a lightweight transformer predictor for which experts a sparse MoE model will activate during autoregressive decoding. Trained on expert activation traces from DeepSeek-V2-Lite, the system targets edge-device serving by improving GPU expert-cache hit rates under tight memory constraints.

Definitions, formulas, and simulated examples for plagiarism detection with FAIR metrics

Extended the FAIR family of citation and attribution metrics with ratio-based formulas for detecting suspicious attribution patterns in scholarly writing. The work uses simulated examples to reason about plagiarism screening before validation with human review and automated semantic analysis.