Technology, AI Enthusiast, Software development

github

Jay Shah  • Peerlist

<p>AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks. AutoGen agents are customizable, conversable, and seamlessly allow human participation. They can operate in various modes that employ combinations of LLMs, human inputs, and tools.</p>

Autogen-For-RAG-Code-generation-Code-Execution-and-More

Web Scraped 114 websites and did text analysis. Calculated Positive, Negative, Polarity and Subjectivity Score. Also did Normalization using PortStemmer.

Data Extraction and Text Analysis

Used KC‑HOUSE‑DATA as data and ran 3 regression models‑ Linear,
Polynomial and Ridge Regression and calculated corresponding
R‑Scores

Machine Learning- Regression

Used AES Encryption System, MongoDB and ReactJS to build a
system that encrypts file.

File Encryption System

Did a detailed research on cloud storage and cloud security

Research on cloud computing and cloud security

Created a software of storage system using 5 phases of SDLC ‑
Planning, Requirements, Design and Prototyping, Development and
Testing and Maintenance.

Secure storage system

Implemented a CSV file reading class. As well as error class for finding
accuracy of given model.

This project help better understand the problems faced while trying
to implement ML algorithms in C++.