Now you can Instantly Chat with krishnendu!
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 More
Data & Analytics
Routing Multi-Commodity Tankers for Large Shipping Company - Time Window, Capacitated
- 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 RShow More Show Less
SkillsR Language Python IBM Ilog Cplex
ToolsNumpy Scikit-Learn SciPy Pandas
Scheduling of Call Center Staff Members of Large US Company
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,Show More Show Less
DEMAND SENSING - 60 DIFFERENT ML TECHNIQUES WITH AUTOMATED EDA
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.Show More Show Less
SkillsR Language Python
ToolsNumPy R visualization tools