Deepak Singh
Data Scientist @ Optum (UHG) | IIT Gandhinagar
- Role
- Data Scientist at Optum
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Deepak Singh
Skills: Machine Learning, Deep Learning, Data Science, Algorithms and OptimizationAlgorthims worked upon: Classification (Logistic Regression, SVM, Decision Tree, Random Forest, XGBoost, DenseNet, ResNet etc), Regression (Linear Regression, SVR, etc), Semantic Segmentation (DeepLab V3+, UNet, ResUnet), Object Detection (YOLO v4 & v5), OCR (PaddleOCR, Tesseract), Time Series Analysis (ARIMA, SARIMA, LSTM, BiLSTM), Clustering (K-Means, Hierarchical, DBSCAN, etc) Frameworks/Libraries: TensorFlow, Scikit-Learn, PyTorch (Basics), Django, Flask, GDAL, pandas, matplotlibDatabases: Postgres, sqlite3Tools: Docker, LaTeX, QGIS
Experience
Data Scientist
Oct 2022 — Present · Gurugram, IN
Education
Delhi University
Bachelor's degree
2013 — 2016
Indian Institute of Technology, Gandhinagar
Master's degree
2016 — 2018
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