Experience
Senior Date Science Lead
NVIDIAJun 2021 - Present
Leading revenue-driven AI/ML solutions to support strategic customers and enable global partners:
- Deployment of GPT-3 style models on NVIDIA A100 SuperPOD to perform zero-shot tasks (Nemo Megatron).
- Designing downstream tasks for large language models (Megatron-LM).
- End to end ML pipeline in NVIDIA GPU Supercloud.
Sr Staff Machine Learning Engineer
Palo Alto NetworksJan 2021 - Jun 2021
Member of Applied AI Research team and focused on:
- Anomaly detection in time series using autoencoders (LOD 2021).
- Leading causal inference in time series project.
Research Associate in Machine Learning and Deep Learning
University of Illinois at ChicagoJan 2016 - Dec 2020
Worked on personalization, recommender systems, and user modeling. See More...
Data and ML Scientist Intern
Cambia Health SolutionsJun 2020 - Dec 2020
Designing a deep learning-based recommender system for target marketing.
Data Science Advisor
CloudbakersAug 2019 - Dec 2019
Leading a group of graduate students in support of a business project sponsor (Cloudbakers). See More...
Artificial Intelligence Scientist Intern
Target corporationJun 2019 - Aug 2019
Enhancing the reorder recommendation system by implementing Machine Learning and Deep Learning approaches to big data. See More...
Executive Teaching Assistant
University of ChicagoSep 2017 - Dec 2017
See More...
Teaching Assistant in Machine Learning and Deep Learning
University of Illinois at Chicago
Advanced Predictive Models and Applications (IDS 576)
Covered topics: deep learning (Computer Vision and Natural Language Processing) and reinforcement learning.
Programming: Deep Learning modules in PyTorch and Keras
Statistical Models and Methods (IDS 575)
Covered topics: supervised and unsupervised learning, model selection, and assessment with statistical learning.
Analytics Strategy and Practice (IDS 560)
Mentoring graduate students with the practical aspects of data science as a business practice, including an experiential, project-based learning component in support of a business project sponsor.