Hi There,
I'm Manish Yerram

I am into

About Me

About Me

I'm Manish

I build Agentic AI applications that autonomously reason, plan, and execute tasks across dynamic business workflows. I design multi-agent systems using CrewAI where specialized agents collaborate to solve complex analytical problems end-to-end. I develop fully automated pipelines with AutoGen that allow agents to coordinate, retrieve data, and generate insights with minimal human input. I create machine learning solutions in computer vision using models like YOLOv8 and Vision-Language Models to interpret and analyze visual data. I work on advanced NLP systems powered by transformers, LLMs, and retrieval-augmented generation to extract meaning from unstructured text. I also design traditional ML models such as SVM, Random Forest, and Logistic Regression to deliver reliable predictive insights across structured datasets. I developed Databot, an AI-powered agent for advanced data analysis. I enjoy working on real-world projects to strengthen my analytical and AIML skills, and love building data-driven applications and machine learning models.

email : yerrammanish7@gmail.com

phone : +1(404)789-0773

Skills & Abilities

My Education

Education is not the learning of facts, but the training of the mind to think.

Master of Science in Computer Science

Georgia State University | Atlanta, Georgia

In Progress

Bachelor of Engineering in Computer Science

VNR Vignana Jyothi Institute of Engineering &Technology | Hyderabad, Telangana

Completed

Projects Made

Personal Portfolio Website

Personal portfolio website. Don't need much info about it, just scroll down. You're here only!

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Experience

Georgia State University

Graduate Research Assistant

Aug 2024 - present

PI Software Solutions

Data Analyst | Internship

May 2025 - Aug 2025

Stride Organics Private Limited

Machine Learning Engineer

Oct 2022 - Jun 2024

Amazon ML Summer School

Machine Learning Mentee

Sep 2023 - Nov 2023

Entirety India Private Limited

Machine Learning | Internship

Jun 2022 - Aug 2022

Certifications Earned

AWS Certified Machine Learning Engineer - Associate
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Data Science and Machine Learning Track in 30 days of Google Cloud Program 2021
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Introduction to Machine Learning on AWS
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Papers & Publication

Enhancing Credit Card Fraud Detection: A Novel Approach with Random Forest and Behavioral Biometrics - IJRASET
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Real-Time Text-to-Video Synthesis Using Large Language Models - Springer
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Integrating AI and Cybersecurity: Advancing Autonomous Vehicle Security and Response Mechanisms - IEEE
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