Discussion: Software development

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

Course objectives:

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· Understand —

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