Professional Overview
Computer Science student at Oregon State University with AI/ML research and full-stack development experience. I've built and evaluated models for computer vision, time-series forecasting, and synthetic data generation, alongside Python APIs and web applications. First-author IEEE Access publication; focused on practical AI systems.
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Developing CNN–ViT detectors with multi-scale features and cross-attention.
- Testing DCT/DWT frequency features for cross-dataset deepfake detection.
- Building reproducible experiments with video-level splits and augmentation.
- Evaluating ablations across seeds, datasets, and frame/video predictions.
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Built synthetic multivariate time-series generation pipelines.
- Compared LSTMs, VAEs, TimeGAN, diffusion, flows, and baselines.
- Developed multi-horizon LSTM forecasting workflows with lab researchers.
- Evaluated preprocessing, temporal splits, and synthetic augmentation.
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Developed lightweight CNNs for visuotactile material classification.\
- Studied multimodal fusion of visual and accelerometer sensor data.
- Built the KneeSense knee-angle pipeline from data capture to training.
- Led Flask backend and Next.js integration for the KneeSense web app.
- Collaborated on hardware integration, UI design, and model evaluation.
Key Achievements / KPIs
- Published first-author IEEE Access paper on material classification.
- Earned Honorable Mention at the 2026 Best AI Awards (MOE) for KneeSense.
Education
Field of Study: Computer Science
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
Computer Vision
Develop image recognition, object detection, video analysis, and multimodal AI systems for real-world applications.
