Summary
Overview
Work History
Education
Skills
Timeline
Generic

POOJA VENZARAVATH

Plano,TX

Summary

Results-driven Technical Associate with 3 years of experience in developing and deploying AI/ML models on AWS cloud infrastructure. Experienced in data preprocessing, collaboration with cross-functional teams, and optimizing AI/ML solutions for enhanced performance. Seeking to contribute expertise to a dynamic organization at the forefront of technology. Strong problem-solving skills, a result-oriented mindset, and an analytical thinker. Able to deliver innovative solutions and drive impactful results for the organization.

Overview

4
4
years of professional experience

Work History

Technical Associate

Silicon Matrix Enduring Solutions
05.2018 - 11.2021

· Developed and deployed AI/ML models on AWS cloud infrastructure, leveraging services such as Amazon SageMaker and EC2 instances

· Conducted data preprocessing, cleaning, and transformation using SQL and Python, ensuring high data quality for machine learning applications.

· Collaborated effectively with cross-functional teams to identify business problems and design tailored AI/ML solutions that delivered actionable insights.

· Contributed to documentation and knowledge sharing to facilitate team-wide understanding of AI/ML processes and best practices.

· Designed and implemented automated workflows using AWS Lambda and CloudFormation, streamlining processes and reducing manual intervention.

· Monitored the performance of AI/ML models, utilizing AWS monitoring tools and custom metrics, and implemented improvements as necessary.

· Stay up-to-date with the latest technological advancements and industry trends to ensure the company remains competitive in the market.

· Assist in evaluating and implementing new technologies and tools to improve efficiency and effectiveness of AI/ML models and workflows.

· Effectively communicate complex technical concepts to non-technical stakeholders, ensuring clear understanding and alignment on project goals and progress.

Education

Master of Science - Computer And Information Sciences

University of North Texas
Denton, TX
05.2023

Bachelor of Technology - Electrical And Electronic Engineering

Kakatiya University
Telangana,India
07.2020

Skills

    Packages:NumPy, Pandas, Matplotlib

    Frameworks : NET(WCF,WPF,ASP CORE,ENTITY)

    Machine learning: Supervised, Unsupervised, Ensemble, Decision Tree

    Deep Learning: Artificial Neural Network, Natural Language Processing, Convolutional Neural Network

    Databases:MySQL,Postgresql,SQL Server

    IDEs:Visual Studio , Juypter Notebook

    Visualization: Tableau, Power BI

    Programming Languages: Python, SQL

    AI/ML Frameworks: TensorFlow, PyTorch, scikit-learn

    Data Processing: Data cleaning, transformation, and visualization

    Cloud Services: AWS (Amazon SageMaker, Lambda, EC2, CloudFormation)

    Collaboration: Cross-functional team communication and problem-solving

    Data Modelling: Data Profiling, Data Analysis and Modelling experience

    OS: Windows, UNIX, Linux

Timeline

Technical Associate

Silicon Matrix Enduring Solutions
05.2018 - 11.2021

Master of Science - Computer And Information Sciences

University of North Texas

Bachelor of Technology - Electrical And Electronic Engineering

Kakatiya University
POOJA VENZARAVATH