krishnendu M.

krishnendu M.

Data Scientist

Kolkata , India

Experience: 6 Years

krishnendu

Kolkata , India

Data Scientist

18683.8 USD / Year

  • Immediate: Available

6 Years

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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

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Portfolio Projects

Routing Multi-Commodity Tankers for Large Shipping Company - Time Window, Capacitated

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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Scheduling of Call Center Staff Members of Large US Company

Company

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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Tools

NumPy

DEMAND SENSING - 60 DIFFERENT ML TECHNIQUES WITH AUTOMATED EDA

Company

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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Verifications

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Preferred Language

  • English - Fluent

Available Timezones

  • Dubai [UTC +4]

  • New Delhi [UTC +5]

  • China (West) [UTC +6]

  • Singapore [UTC +7]

  • Hong Kong (East China) [UTC +8]