Professional Overview
PhD computer vision researcher (UVA). camera-independent depth estimation (WACV 2024), multimodal clinical disease prognosis models, few-shot sensor learning for activity recognition. PyTorch, Python, Slurm/AWS. Built and shipped real systems, not just benchmarks. Open to remote CV/ML roles.
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Built spatio-temporal multimodal deep learning models fusing clinical data with
- Improved detection of Takotsubo cardiomyopathy by integrating structured clinica
- Designed and trained deep learning models for medical video classification using
- Scheduled and ran GPU-heavy training jobs on an SGE-based high-performance compu
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Explored neural differential equation methods for modeling space object dynamics
- Programmed C libraries to extract data from NASA's SPICE toolkit for ML model tr
- Developed and validated a neural differential equation solver for space object p
- Communicated research outcomes and technical findings clearly to the broader tea
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Developed a camera-independent single-image depth estimation method outperformin
- Designed CNN-based techniques for noise-robust speech emotion recognition, valid
- Formulated a few-shot learning method for wearable-sensor activity recognition,
- Co-designed an in-home care system for Alzheimer's patients; built the AWS data
- Led design and data collection for a multimodal CPR performance dataset across 2
Education
Field of Study: Computer Science
Field of Study: Computer Science
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.
Data Science & Analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
