Project 1
Project Domain : Digital Marketing
Project Name : : Persona-graph
Role : Python Developer / DevOps
Organization : Merkle Sokrati
Duration : May 2020– Present
Environment : Python,AWS, Linux, Cloud Vision Apis (GCP),ML,CI/CD
Description :
- Automated the process of making summary and Insights from a bunch of Creatives
- Used predictive modeling techniques (LR) to predict CTR from past results along with analysis based on generated data from GCP vision API's (13 types of Analysis).
Responsibilities:
- Involved in developing an Architectural design and Data Source Handling from Facebook , Google
- Migrated open Apis (Vision Apis) to get Feature results such as Logo,Objects,Face,Text and colors
- Built a ML Model and deployed in AWS Sage-maker (Linear Regression and Random Forest)
- Build CI/CD pipeline using AWS along with Git
- APIs creation using REST APIs and in a Microservice Architecture.
- Email alert after completion of process (S3 URL) to clients
Project 2
Project Domain : Digital Marketing
Project Name: VRF-Airflow
Role : Python Developer , Architecture and DevOps
Environment : Python, Airflow, Linux, AWS , Redshift ,RDS,Git
Description :
- Designed and Develop Parallel Processing Task Along with efficient DAGS in Airflow
- Created 15 + pipelines for various data sources (Fb,Google,Appsflyer).which run at Dynamic time alc to request.
- Created a full fledged code pipeline for data fetching from source and storing into stage db (RDS) and finally into Datawarehouse (Redshift).
Responsibilities:
- Involved in developing an Architectural design and Data Source Handling from Facebook , Google
- CI/CD Deployment with CPU utilization.
Project 3
Project Domain : Inhouse Project
Project Name: Employee Exit Automation Workflow (EEWA)
Role : Python Developer and DevOps
Environment Python, Django ,Linux, Aws,Git
Description :
- Automated the process of Employee Exit from Organization in a systematic way which follows organization rules and communication made easy
Responsibilities:
- Involved in developing an Architectural design.
- Developed a tool on Python–Django and deployed on server along with Ci/CD integration.
- Data cleaning and handling of Files (PI data)
Project 4
Project Domain : Law and Judicial
Project Name: Automated Legal Search platform
Role : Python Developer
Environment : Python, MongoDB, Linux, Tesseract
Description :
- Automated the process of making summary from Downloaded PDF files into Database. the data may be in PDF file format images or hand written notes format.
- Most data sources will be in scanned documents format as scanned and uploaded from different levels of courts, it may be final judgements or any official handouts related to Insolvency and Bankruptcy Cases shortly IBC.Need to Download data periodically process those data received from different sources by storing them in one database in convenient format going to handle for next stages It will go in the flow of summarization and visualization.
Responsibilities:
- Involved in developing an Architectural design and Data Source Handling.
- Involved in Data Cleaning (PDF to Text format), Creating Rules for Summarization, Database integration with MongoDB
Project 5
Project Domain : Healthcare
Project Name: Smart IOT healthcare Automation
Role : Full Stack Python Developer | DevOps
Environment : Python, Flask, Git, Postman, MongoDB / ETCD, Linux
Description :
- The current work develops an architecture to design a device for real time monitoring of a monitor patient's health post-discharge and to initiate a hospital visit when it is required.
- A Device is developed for continuous monitoring of heart rate and body temperature.
- The architecture can acquire data from the device from a temperature sensor, heart rate sensor, an accelerometer and a gyroscope.
- Create Smart IOT healthcare System which is automated using micro services such as User Management Service, Patient Management service, Hospital management Service, Log Transaction with the help of RESTFUL API's deployed in cloud with High throughput with secured connection.
Responsibilities:
- Involved in the development and sustenance of various modules like User management, Patient Management, Claim Management and Log Analytics.
- Presently involved in designing micro services architecture.
- Involved in database integration with MongoDB, SQLite3 and ETCD.
- Research, Develop, implement the whole environment in container format using Docker.
- Automation of Unit Testing and Integration Testing using Python Pytest framework and Postman