About Me
I am an Applied Scientist and PhD Geophysicist with deep expertise in Generative AI, Computer Vision, and High-Performance Computing. I specialize in building deployable AI systems that solve complex, real-world problems in healthcare and earth sciences.
Experience
Applied Scientist
Sirona Medical · Oct 2024 - Present
- Optimized Segmentation Model Deployment: Achieved a 95% reduction in inference time (from 2-3 mins to 4-10 secs) for medical image segmentation by optimizing ONNX conversion and advanced techniques.
- Multimodal AI & Agents: Developed a novel near real-time series registration algorithm and built multi-agent systems using fine-tuned medical LLMs (MedPhi, Phi-2) for interactive analysis of radiology radiology reports and images.
Lead Data Scientist
Healthpilot Technologies · Apr 2024 - Aug 2025
- LLM Agents & Chatbots: Led the development of a custom Medicare plan enrollment chat system using fine-tuned LLMs and multi-agent architectures.
- Recommender Systems: Spearheaded the Medicare recommender system, improving decision-making processes for insurance plan selection.
Senior Data Scientist
Bridgestone Americas · Sep 2021 - Apr 2024
- Computer Vision for Manufacturing: Led a team to detect tire anomalies using CV on X-ray images and identified rubber plant growth using machine learning.
- Forecasting & Anomaly Detection: Developed retail forecasting models and collaborated with engineers to identify tire defects from raw machine data using causal analysis.
Data Scientist
Asurion · Oct 2018 - Sep 2021
- Fraud Detection: Led AsurionAutoML to detect real-time fraud using graph-based algorithms and Bayesian deep learning.
- NLP & Analytics: Utilized NLP to analyze speech/social data and processed high-dimensionality data from multiple sources.
Technical Lead
xoolooloo · Aug 2021 - Apr 2024
- Built a next-gen search engine using deep learning and developed real-time broadcast systems.
Education
- University of MemphisPhD in Geophysics & Seismology