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Kriti Garg's Projects

insider-threat-detection icon insider-threat-detection

Insider Threats are a form of cybersecurity challenges that are caused by insider employees/working officials inside an organization. Why is it a challenge? Surveys tell that around 90% of the cybersecurity challenges are due to insider threats so they need to be tackled. Insiders posess unauthorized access and information that they may exploit.

lane-detection icon lane-detection

Lane Detection is an Image Segmentation problem. As the name suggests, the task of image segmentation is to partition the image into regions. There are mainly two techniques for lane identification namely: lane-mark detection and road region segmentation. This project uses Lane mark detection for lane identification.

llm-text-detection icon llm-text-detection

A complete overview and insights into AI-Text detection :seedling: using the powerful BERT(Bi-directional encoder representation transformer) to predict if a text is AI-generated :sunflower: or Human-authored :rocket:

monte-carlo-simulation icon monte-carlo-simulation

Portfolio Optimization using Monte Carlo Simulation, helping an investor find his/her optimal portfolio thus maximizing the returns at the same time having minimal risk. Various visualisations have also been provided to give insights for the assets choosen for the portfolio

stock-sentiment-analysis icon stock-sentiment-analysis

In today's financial market,news sentiment plays a crucial role in shaping investor behavior and influencing stock prices. By analyzing the sentiment behind stock-related news articles, investors can gain valuable insights to make informed trading decisions.We have performed sentiment analysis of the twitter data based on a whole day to analyse it.

tech-enhanced-ai-interview-learning-platform icon tech-enhanced-ai-interview-learning-platform

A machine learning model designed to generate a wide range of interview questions tailored to specific topics based on an individual's resume, all while maintaining a deep level of conversation. Furthermore, we incorporate cutting-edge natural language processing (NLP) algorithms to analyse spoken responses, pinpointing grammatical errors, and prov

webscraping icon webscraping

Scraping data from google scholar and then extracting sentences from it

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