Mansheel Agarwal's repositories
StuddyBuddy
A prototype of a GPT model customized to the web scraped data of KIIT University to help answer the questions students may ask related to the academics, courses, events, etc.
Comparative_ImageFiltering
Tested out the various image filtering techniques with and without the inculcation of noise to make it easier for future developers/researchers to judge which filter to use for their specific tasks.
Contextual-Sarcasm_Detection
An NLP project on detecting sarcasm in texts which don't contain any non-offensive term but are sarcastic in the context of the conversation.
HybridBrainTumor_Classification
What started off as a simple hybridized brain tumor detection idea led to the detection of possible rare cases of tumor through thorough features examination of the MRI scans casted away as "No Tumor" by the GAN-CNN hybrid model.
AI_aided_CustomerService_Evaluation
The capability of an AI model (here, ChatGPT in particular) was tested in the sphere of customer service by availing data from real customers who had recently had experiences dealing with the chatbots or any other language model of an established institute or company.
Fake_News_Classification
My very first NLP project where I utilized all the concepts I learned of the topic.
Movie_Recommender_System
I love movies and it only made sense to start out with a movie recommendation system. This was my first ML project where I learned the most about the different functions of pandas and numpy and the other evaluation and visualization tools required in data analysis.