Pragya Kumar
Staff Data Scientist @ SoFi
- Role
- Staff Data Scientist at SoFi
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Pragya Kumar
I am a self-motivated, detail-oriented, and passionate data scientist, with an extensive experience in applied machine learning, deep learning, computer vision, product analytics, experimentation, data mining, statistical modeling and optimizationTechnical Skills -Languages: Python, R, SQL(MySQL & PostgreSQL), BigQueryFrameworks and Libraries: Tensorflow, Keras, PyTorch, Scikit-learn, Pandas, NumPy, Seaborn, PlotlyDeep learning networks: VAE, CNN, Object detection(YOLO, Mask-RCNN), GAN, ResNet, RNN(LSTM)Statistical ML: PCA/ICA/t-SNE, Clustering, Boosting, Bagging, K-Means, SVMVisualization Softwares: IPython, Tableau, Periscope, Google Cloud DataStudio
Experience
Staff Data Scientist
Mar 2024 — Present · San Francisco, CA, US
Lantern & Protect
Education
Indira Gandhi Delhi Technical University for Women
Bachelor’s Degree, Mechanical and Automation Engineering
2010 — 2014
Delhi Public School Noida
High School
1996 — 2008
University of California, Berkeley
Master's degree, Industrial Engineering and Operations Research
2016 — 2017
Delhi Public School - R. K. Puram
High School
2008 — 2010
Skills
- Solidworks
- Autocad
- Sql
- Sp3d
- Ms Excel Pivot Tables
- R
- Python
- Project Management
- Project Planning
- Html
- Team Management
- C++
- Matlab
- Microsoft Office
- C
- Microsoft Excel
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