About Me
I worked as Operations Research and Data Scientist for some of the most respected MNCs. In Oct' 2018, I predicted first about the dip of Crude Oil Price and after two or three weeks it happened and matter was aired by CNN,BBC etc
... Show MoreSkills
Data & Analytics
Database
Web Development
Game Development
Programming Language
Software Engineering
Others
Graphic Design
Portfolio Projects
Company
Routing Multi-Commodity Tankers for Large Shipping Company - Time Window, Capacitated
Description
- It is a capcitated vehicle routing problem with due consideration on time window, draft, and other drastic parameters.
Technique: Mixed Integer Programming, Heuristic Method, and Data Clustering. Data Clustering was used to cluster route of each loading port by using shortest neighbor distance and then sub-route algorithm was applied accordingly.
Tool: CPLEX & Python and CPLEX CONCERT with Java/C#
Language: Python and R
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R Language Python IBM Ilog CplexTools
Numpy Scikit-Learn SciPy PandasCompany
Scheduling of Call Center Staff Members of Large US Company
Description
I did the project earlier in 2016. In 2018, my client called me again to implement Benders Decomposition, Column Generation etc to reduce the computational time of scheduling problem for about 5000 call center agents,
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NumPyCompany
DEMAND SENSING - 60 DIFFERENT ML TECHNIQUES WITH AUTOMATED EDA
Description
60 different ML techniques were used to predict demand of SKUs as per past data. Automated EDA used to format raw data as per requirements.
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R Language PythonTools
NumPy R visualization tools