Data Scientist
Location : Bengaluru, India
Experience : 14 Year
Rate: $14 / Hourly
Availability : Immediate
Work From : Offsite
Category : Information Technology & Services
Kumar Nishant
Senior Data Scientist
I have over 14 years of experience in Software Development, with more than 12 years in the field of Data Analytics across multiple industries – IT, Banking and Automotive. I have a master’s degree in Data Science and Engineering from BITS, Pilani, where my dissertation work consisted of applying unsupervised learning methods to verify the performance of Autonomous Emergency Braking System.
I enjoy and excel in development and deployment of Data Science (ML, DL) solutions on Cloud platform. I also have experience in
leading Data Science teams and managing delivery of Data Science projects.
Key projects · A Machine Learning model for predicting battery health of a Battery Electric Vehicle (BEV).
Category Technology
Operating Systems Linux, Windows, z/OS
ML Deployment Azure DevOps, Azure ML, ML Flow
Languages Python, SAS, SQL, PL/SQL, JavaScript
Project Management JIRA
Version Control BitBucket, GitHub
Microservices Flask, Shiny, FastAPI
Documentation Confluence
Visualization tools PowerBI, SAS VA, Tableau
Other dev tools Spark, Hadoop, Scikit-learn, TensorFlow, Keras, PyTorch, Azure Databricks, JupyterHub, Visual Studio, SAS Suite
ML Algorithms Regression (Linear, Logistic, Ridge, LASSO, Elastic Net), Classification, Decision Trees
(CART, CHAID), Random Forest, Neural Networks, Clustering (K-means, hierarchical clustering, GMM, DBSCAN, Spectral), Gradient Boosting, Dimensionality reduction (PCA, t-SNE), SVM, Sentiment Analysis
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