How my course work is related to Software development
DESCRIPTION OF MY JOB DUTIES DURING CPT EMPLOYMENT:
Created an aggregated report daily for the client to make investment decisions and help analyze
market trends.
? Built an internal visualization platform for the clients to view historic data, make comparisons
between various issuers, analytics for different bonds and market.
? The model collects, merges daily data from market providers and applies different cleaning
techniques to eliminate bad data points.
? The model merges the daily data with the historical data and applies various quantitative
algorithms to check the best fit for the day.
? Captures the changes for each market to create a daily email alert to the client to help make
better investment decisions.
? Built the model on Azure platform using Python and Spark for the model development and
Dash by plotly for visualizations.
? Built REST APIs to easily add new analytics or issuers into the model.
? Automate different workflows, which are initiated manually with Python scripts and Unix shell
scripting.
? Create, activate and program in Anaconda environment.
? Worked on predictive analytics use-cases using Python language.
? Clean data and processed third party spending data into maneuverable deliverables within
specific format with Excel macros and python libraries such as NumPy, SQLAlchemy and
matplotlib.
? Used Pandas as API to put the data as time series and tabular format for manipulation and
retrieval of data.
? Helped with the migration from the old server to Jira database (Matching Fields) with Python
scripts for transferring and verifying the information.
? Analyze Format data using Machine Learning algorithm by Python Scikit-Learn.
? Experience in python, Jupyter, Scientific computing stack (numpy, scipy, pandasand
matplotlib).
? Perform troubleshooting, fixed and deployed many Python bug fixes of the two main
applications that were a main source of data for both customers and internal customer service
team.
? Write Python scripts to parse JSON documents and load the data in database.
? Generating various capacity planning reports (graphical) using Python packages like Numpy,
matplotlib.
? Analyzing various logs that are been generating and predicting/forecasting next occurrence of
event with various Python libraries.
? Created Autosys batch processes to fully automate the model to pick the latest as well as the
best bond that fits best for that market.
? Created a framework using plotly, dash and flask for visualizing the trends and understanding
patterns for each market using the history data.
? Used python APIs for extracting daily data from multiple vendors.
These job duties are directly related to my current course of study.
Course Name: Organ Leader & Decision Making
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Course Name: Operational Excellence
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Course Name: Analyzing & Visualizing Data
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Course Name: Cloud Computing
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Course Name: Intro to Data Mining
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This course helps me perform the following job duties:
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