Shreya Marri
Utica,NY
Summary
Computer science graduate specializing in data engineering and machine learning. Expertise in developing scalable data pipelines, predictive modeling, and real-time analytics through hands-on projects and academic research. Focused on enhancing data quality and supporting informed business decisions with technical skills.
Overview
1
1
Certification
1
1
year of professional experience
Work History
Graduate Research Assistant - Image Recognition using NVIDIA Technologies
State University of New York Polytechnic Institute
01.2026 - Current
- Developed GPU-accelerated image recognition models that enhanced accuracy and processing speed using NVIDIA computing platforms.
- Contributed to offline edge AI architecture that integrated physics-based synthetic data generation with machine learning-based fault detection, improving reliability of fault detection.
- Presented research findings at academic conferences and in journals, increasing visibility of research and fostering collaborations.
Graduate Research Assistant - LLM-Enabled Adaptive IoT Systems
State University of New York Polytechnic Institute
07.2025 - 01.2026
- Researched the integration of large language models (LLMs) with IoT systems for intelligent device control and contextual automation.
- Developed edge-based IoT architecture with Raspberry Pi for real-time sensor monitoring and automated response generation.
- Designed frameworks enabling LLMs to interpret sensor inputs and generate context-aware outputs, enhancing adaptive system behavior.
- Supported research accepted at the SMARTNET Conference 2026, Rome, Italy.
Education
Master of Science - Computer Science
State University of New York Polytechnic Institute
USA05-2026
Bachelor of Technology - Computer Science
Malla Reddy Engineering College and Management Sciences
India06-2024
Skills
- TensorFlow for image recognition
- Computer vision techniques
- Data visualization and manipulation
- Data validation and transformation
- ETL processes and data pipelines
- MySQL and PostgreSQL
- Python and SQL programming
- Numerical analysis and predictive modeling
- Jupyter Notebook usage
- Workflow orchestration
- Data warehousing solutions
- Azure cloud services
- Snowflake data platform
Certification
- Python for Data Science – IBM
- C Programming for Beginners – Mindluster
- TCS iON Career Edge – Soft Skills
- Advanced Software Engineering Virtual Experience – Walmart Global Tech (Forage)
- Web Application Development Program – Denaurlen
Accomplishments
- Project Expo, First Place, 2023
Code-A-Thon, Inter College Competition - English Debate Competition, First Place, 2017
Publications
An Innovative System for Monitoring Emotional Health to Identify Individuals at Risk of Psychological Disturbances., Marri Shreya, International Journal of Recent Developments in Science & Technology, 7, 6, 12/01/23, 2581-4575, https://ijrdst.org/public/uploads/paper/207451702540269.pdf
Projects
AI-Based Emotional Health Monitoring System, Malla Reddy Engineering College and Management Sciences, 05/01/23, 02/01/24, Built ML system to detect individuals at risk of psychological disturbances., Applied predictive modeling to analyze behavioral and emotional patterns., Designed AI framework for early mental health risk detection., Designed AI-based healthcare monitoring framework to predict medical emergencies.
Leadership Experience
Event Coordinator, 2023, Organized and coordinated technical events involving multiple student teams. Demonstrated leadership, collaboration, and organizational skills.
Research
- Graduate Research Assistant - LLM-Enabled Adaptive IoT Systems, State University of New York Polytechnic Institute, 07/01/25, 01/01/26, Researched the integration of large language models (LLMs) with IoT systems for intelligent device control and contextual automation., Developed an edge-based IoT architecture using Raspberry Pi for real-time sensor monitoring and response generation., Designed frameworks in which LLMs interpret sensor inputs and generate context-aware outputs for adaptive system behavior., Supported research accepted at the SMARTNET Conference 2026, Rome, Italy.
- Graduate Research Assistant - Image Recognition using NVIDIA Technologies, State University of New York Polytechnic Institute, 01/01/26, Present, Developed GPU-accelerated image recognition models using NVIDIA computing platforms., Contributed to a fully offline edge AI architecture combining physics-based synthetic data generation with machine learning-based fault detection., Contributed research findings for academic publication.
Timeline
Graduate Research Assistant - Image Recognition using NVIDIA Technologies
State University of New York Polytechnic Institute
01.2026 - Current
Graduate Research Assistant - LLM-Enabled Adaptive IoT Systems
State University of New York Polytechnic Institute
07.2025 - 01.2026
Master of Science - Computer Science
State University of New York Polytechnic Institute
Bachelor of Technology - Computer Science
Malla Reddy Engineering College and Management Sciences