ONE BCG - ONE Business Consulting GroupMachine Learning Engineer
Oct. 2018 - Apr. 2021Chandigarh Area, IndiaManaging Data Pipeline
Data Analytics & Reporting
Face Recognition Using Computer Vision
Attendance System Using Facial Recognization, through Image Data trained into the Model provided for each employee.
In-Logs and Out-Logs per Employees in the office maintained using the same.
Technology Stack Used:
PROJECT REPORTS VIA EMAIL USING ETL
Problem Statement based Data Extraction through MySQL using Python.
Storing & Transformation of the retrieved Data to HTML Format.
Data Packaging into Email and sending to the designated Person through Amazon SES.
Advance Care Number Plate Recognition, the problem is to open the gate in real-time so that Car / Bike need not stop or wait at the Entrance. It is basically for the Employee associated with the Organization. Moreover, it will help the Security Personnel to keep a record of the Parking so that it won't impact the parking of VIP.
custom deep text OCR
Customer churn prediction:-
Client wants an understanding of which of his customers is most likely to churn.
Here we analyzed data to detect customers who are likely to cancel their subscriptions as the business model is based on subscription. we are evaluating through machine learning model that customers most at-risk of churning so the client can use some preventive measures to not let that happen.
Technology used :-
- language :-
- algorithm :-
- Random forest.
- lime to reach the granular level.
- Worked in postgresql for data extraction.