Sandeep

Machine Learning Engineer (MLOps)| Ex- Data Scientist | Ex - Python Automation Developer

Machine Learning Engineer (MLOps) with 4+ years of experience in building a strong background in developing and deploying complex models for various industries, including healthcare and Logistics. Data Scientist with experience in executing data-driven solutions to increase efficiency, accuracy, and utility of internal data processing. Experienced at creating models and developing AI-integrated applications to deliver insights and implement action-oriented solutions to complex business problems. Python Automation Developer with experience in dealing with automating manual tasks which as a result reduces time, effort, and money.

poornasandeep.pathuri2@gmail.com

Hyderabad, India

+91-9182990257

linkedin.com/in/poorna-sandeep-pathuri

WORK EXPERIENCE

Machine Learning Engineer (MLOps)

06/2022 - Present

Designation: Senior Analyst - Machine Learning Engineer Achievements/Tasks

 Currently working for a logistics-based client to build a model for

suggesting orders in their retail stores.

 Working on technologies like Azure Databricks, Azure Data Factory, Azure DevOps, Python, PySpark, and YAML to build a sophisticated model.

 To build notebooks and pipelines and add triggers or schedules as per the business requirements.

 Monitor the pipeline runs and act accordingly if any errors.

 Build YAML scripts and pipelines for multiple purposes like deployment etc.

 Perform Integration testing at the end of each sprint in QA before deploying to the production.

 Automated the manual process which reduces the manual effort by 95% and saved 90% time when compared to manual intervention.

Data Scientist/ML/AI Engineer

Tata Consultancy Services Pvt Ltd., Hyderabad

11/2019 - 06/2022

Designation: Systems Engineer Tasks

 Worked on developing an AI-integrated application for a multi-chain hospital

network client which helps patients with the earlier risk prediction of Alzheimer's disease.

 This application helps patients to check if they are likely to be demented and helps them to get rid of it using the solutions provided by our experts.

 Developed a classification model to predict the risk of the disease and got 92% accuracy.

 Developed business logic to upload questionnaires and puzzles by our experts for our patients.

 Performed Unit testing and deployed the application in dev and pre- prod servers.

SKILLS

Azure Databricks

Azure Data Factory

Azure Devops

Azure Logic Apps

Azure Active Directory

Azure Log Analytics

YAML

Python

Spark/ PySpark (Beginner)

Docker/ Kubernetes/ Azure Kubernetes Service (AKS) (Beginner)

Machine Learning

SQL

Git

Jira

Confluence

BitBucket

ACHIEVEMENTS AND AWARDS

On The Spot Award for supporting team in critical times

Service & Commitment Award for showing continuous development in the team with best performance

Special Initiative Award for automating many manual tasks in a very short period of time

Multiple appreciations from clients

Experienced in completing the tasks before time even within critical deadlines

CERTIFICATIONS

Microsoft Certified Azure Data Engineer Associate (DP - 203 certification)

WORK EXPERIENCE

Python Automation Developer

Tata Consultancy Services Pvt Ltd., Hyderabad

05/2019 - 11/2019

Designation