SOUPARNA BOSE

Associate Partner

Bengaluru, Karnataka, India9 yrs 2 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in end-to-end ML model implementation.
  • Proficient in deploying containerized applications using Docker.
  • Strong background in both Python and Java application development.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in SaaS and cloud-based solutions.

Contact

Skills

Core Skills

Machine LearningSoftware Development

Other Skills

Amazon Web Services (AWS)Azure MLConcourse CIContinuous Integration and Continuous Delivery (CI/CD)Deep LearningDjango REST FrameworkDockerFlaskGrafanaJavaKibanaLinuxMicrosoft AzurePostman APIPython

About

A Maverick with an unputdownable spirit, having the eagerness and determination to learn & explore new technologies that change human life, possessing a demonstrated history of working in the information technology and services industry. Implemented end to end ML models and pipelines starting from requirement analysis, brainstorming, coming up with the suitable model for implementation, model building, model evaluation and deployment involving Ci-Cd and Docker. Skilled in using Keras & Tensorflow for Deep Learning. Knowledgeable in using OpenCv with other related python libraries for Image Processing. Skilled in using Numpy, Pandas, Seaborn, Matplotlib, Scikit-Learn & pySpark for Data Visualization and Model creation based on Regression/Classification/Clustering/Deep Learning/Image Processing use cases. Exposed ML models as Rest Api along with basic front end architecture using Flask and Jinja templates. Familiar in using SQL for Data Mining from databases like MySQL, MSSQL Server & Oracle. Implemented Microsoft Azure Cloud Cognitive Services for supporting multiple business requirements & propositions of client and Azure BU. Skilled in application development using Python with Django Rest framework, Java with Spring-Boot, having good knowledge in working with Linux systems, decent knowledege on database queries. Using Grafana for monitoring application health, and CI/CD tools like Concourse for automating application build & deployment. Experience is deploying containerised applications using Docker and using Service-Now cloud platform. Logging important application data & logs for tracking using Kibana, employing Configuration as a service(CAAS) for maintaining configurable code data. Strong information technology professional with a Bachelor of Technology - BTech focused in Mechanical Engineering from Meghnad Saha Institute Of Technology(MSIT).

Experience

Jpmorgan chase & co.

2 roles

Assistant Vice President

Jan 2023Present · 3 yrs 2 mos

Data Scientist, Associate

Aug 2021Present · 4 yrs 7 mos

Tata consultancy services

Machine Learning Engineer and Developer

Dec 2016Jul 2021 · 4 yrs 7 mos

Comcast

Machine Learning Engineer and Developer

Dec 2016Jul 2021 · 4 yrs 7 mos · India

  • Providing intelligent solutions using languages like python, java and their supporting frameworks. Using Azure ML for machine learning requirements. Deploying solutions using docker and using ServiceNow for automation & incident management.
PythonJavaAzure MLDockerServiceNowMachine Learning+1

Education

Meghnad Saha Institute Of Technology(MSIT)

Bachelor of Technology - BTech — Mechanical Engineering

Jan 2012Jan 2016

Nava Nalanda High School

Higher Secondary — Science

Jan 1998Jan 2012

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