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Upendra Singh
Data Scientist
Expert Developer
A highly experienced and skilled data scientist with over 12 years of professional expertise in data analysis, machine learning, artificial intelligence, and predictive modeling. Adept at developing AI-driven solutions and Generative AI applications using LangChain and LLMs. Recognized for analytical skills, technical acumen, and a commitment to data-driven decision-making to enhance business growth and innovation.
PREVIOUSLY AT
Birlasoft Pvt. Ltd.
LOCATION
Bengaluru, India
AVAILABILITY
Full-time
Skills
Anaconda
AWS Machine Learning
Calculus for Machine Learning
Classification
Clustering
Coursera's Generative AI
Decision Trees
Jupyter Notebook
KNN
LangChain
Large Language Models (LLMs)
Matplotlib
Natural Language Processing (NLP)
PCA
Power BI
+11 More
Work Experience
Expert Developer
Birlasoft Pvt. Ltd.
May 2022 – Present
- Developed predictive models and applied machine learning algorithms to drive data-driven decision-making.
- Created dynamic dashboards and reports with Power BI for enhanced data visualization.
- Leveraged statistical techniques for analyzing complex datasets and extracting actionable insights.
TECHNOLOGIES
Python, Shell Scripting, Power BI, Tableau, Jupyter Notebook, Anaconda, Regression, Classification, KNN, Random Forest, SVM, Clustering, PCA, Decision Trees, Natural Language Processing (NLP), Large Language Models (LLMs), Transformers, LangChain, Matplotlib, Seaborn, Satellite Image Processing, Seismological Data Analysis, Time Series Analysis, AWS Machine Learning, Coursera's Generative AI, Calculus for Machine Learning
Research Associate
National Center for Seismology, Ministry of Earth Science, New Delhi
December 2014 – March 2022
- Conducted crustal deformation mapping using GPS data and satellite-based forecast models.
- Utilized regression and machine learning models for earthquake prediction and seismological analysis.
- Mentored students in data mining, machine learning, and programming topics.
TECHNOLOGIES
Python, Shell Scripting, Power BI, Tableau, Jupyter Notebook, Anaconda, Satellite Image Processing, Seismological Data Analysis, Time Series Analysis
Junior Research Fellow
International Center for Radio Science, Jodhpur
February 2011 – January 2014
- Applied regression, clustering, and time series modeling techniques to analyze oceanographic, seismic, and atmospheric data.
- Processed satellite data for detecting natural phenomena such as cyclones and tsunamis.
TECHNOLOGIES
Python, Shell Scripting, Power BI, Tableau, AWS Machine Learning, Coursera's Generative AI, Calculus for Machine Learning, Matplotlib, Seaborn
