Sattwik Suman Das's repositories
Supply-Chain-Analytics
Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain
Optimization-Models
This repository contains a set of python codes for implementation of Linear Programming methods for "toy" optimization problems such as facility location, transport planning, lecture assignments to students, vortex colouring etc. These problems are modeled using Linear Programming and solved using the Gurobi Solver. These were carried out as part of the curriculum in RWTH Aachen Business School.
Digital_Operations_and_Supply_Chain_Management
Includes Python scripts on different analysis useful in the field of Logistics and Supply Chain Management
Time-Series-Forecasting-of-Demand
Demand Forecasting through SARIMA and Winter Holt's Methods
AI_for_Business_Cooling_System
Deep Q Learning to optimize the cooling system of a server. Carried out as part of AI for Business Udemy Course
AI_for_Trash_Collection
Reinforcement Learning to model efficient Trash Collection
autonomous_driving
python exercises in computer vision, object detection etc
Data-Migration
Data Migration was carried out from an old database to a new data base. The data was responses of questionnaires collected from more than 9500 companies over 13 years. The work involved mapping the database tables, cleaning the data, handling redundancies, generating INSERT statements taking care of the constraints and testing the data for accuracy.
F1
F1 Feed from Ergast with live timing and data from formula1.com
F1_interactive
App to allow users to interact with F1 telemetry data
Python_Codes
A collection of Python codes from a variety of projects ranging from dictionaries to image processing to websites and desktop applications