DATA SCIENCE & SOFTWARE SKILLS
Python Programming
Libraries : numpy, pandas, seaborn, matplotlib, datetime, missingno, plotly, sklearn, pytz, json, os, sys, rowingdata, mne, re, tensorflow, sqlite3
Skills : Connecting to database and querying using SQL, Data preprocessing, Feature extraction, Unsupervised learning, Supervised learning, Modeling, Machine learning in imaging, Machine learning algorithms - Support vector machine, logistic and linear regression, random forest classifier, decision trees, cross validation
R Programming
Libraries: dplyr, tidyverse, e1071, caTools, ggplot2
Skills: Data preprocessing, Feature extraction, Principal Component Analysis, Unsupervised learning (K-means clustering), Supervised learning, Machine learning algorithms - Support vector machine, logistic and linear regression, random forest classifier, decision trees, cross validation, Survival analysis
MATLAB Programming
Skills: Image processing, mathematical processing
Keil microvision IDE
Skills: Software development
MySQL
Creating dashboards using SQL, SQL with python
Git
Version control software updates, licensing, creating readme, git workflow,
Unit testing
Software testing in python
Shell Scripting
Shell scripting to access computing clusters and to use Git workflow
Tableau
Create various types of plots - bar charts, pie chart etc. using geospatial data and longitudinal data
Database Management
Relational databases using SQL, Using MongoDB
Agent based Modeling using NetLOGO
Multi-agent programming to model pathologies.
DESIGN SKILLS
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Autodesk AUTOCAD
Creating top, front, side, and isometric view of objects
Autodesk FUSION 360
Creating 3D designs in CAD
Autodesk Eagle
PCB designing and simulation
Proteus Professional
PCB designing and simulation
Design test skills
Failure Mode and Effect Analysis, Root cause analysis, Design thinking, Brainstorming, Design specifications