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Hey there!

I am a CS undergrad with a keen interest in ML and AI. Also, every new technology that is making our lives easier!

My exploration encompasses various domains of AI, with a special focus on ever-growing technologies like Generative AI, Large Language Models (LLMs), as well as Computer Vision, and Natural Language Processing. Collaborating on innovative AI endeavors is something I'm deeply enthusiastic about. Most of the projects that I have worked on or working on can be found here. Feel free to connect and reach out to me!

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Thanks for visiting! 🧉 From Sarit

Sarit Rath 's Projects

alzheimers-detection icon alzheimers-detection

repo containing code and resources related to a web application for the detection of Alzheimer's disease by implementing AI methods.

automl icon automl

Automated Machine Learning Classification and detailed EDA using pycaret - classification, pandas profiling and streamlit.

blanco icon blanco

A simple personalized bot - Blanco using python.

breast-cancer-prediction icon breast-cancer-prediction

Breast Cancer Prediction through ultrasound images and classifying them normal, benign and malignant using CNN and transfer learning- EfficientNetB5.

cats-vs-dogs icon cats-vs-dogs

Cats vs Dogs Image Classifier using CNN & VGG-16 Transfer Learning.

code-summarizer-dell icon code-summarizer-dell

Explaining code (python) in natural language text using Microsoft CodeBert , TreeHugger, Hugging Face models.

colour-game icon colour-game

This a simple python GUI game of guessing the colour of the word .

convo-catalyst icon convo-catalyst

A LangChain powered LLM model that provides you a summary, interesting facts, topics of interest and an ice-breaker to help start a conversation with a person by scraping their LinkedIn profile (and Twitter profile ?).

fake-news-classifier icon fake-news-classifier

A Fake News Classifier using different ML models with TF-IDF & Bag-of-Words encodings of text and also LSTM, Bi-directional LSTM models with Word2Vec text embedding.

fastml-api icon fastml-api

Building a machine learning API using Python, FastAPI 🚀 and Scikit-Learn and deploying it using Heroku.

fifa22 icon fifa22

EDA, Prediction and Feature Analysis of the FIFA 22 male players dataset. Fun experiment combining the 3 things I love: Football, Analytics, XGBoost. In that order :)

fish-classification icon fish-classification

a DL project to classify different categories of fish by their images using CNN & transfer learning.

hacktoberfest-2022-ml icon hacktoberfest-2022-ml

Added the extensive EDA of Student Performance Dataset in Projects related to field of ML, DL, DS and NLP

hands-ai icon hands-ai

Hand Gesture Volume Control 🔊 and Finger Counter ✌️ by hand tracking using OpenCV and Mediapipe.

image-annotation-speech icon image-annotation-speech

Explaining the contents of an image in the form of speech through caption generation using Inception-V3 model , LSTM model ,Goggle Text-To-Speech API and playsound library .

image-inpainting-sam icon image-inpainting-sam

A combination of Image segmentation, Image editing and in-place Image generation using Meta's Segment Anything model , StabilityAI's Stable Diffusion-2 model and GPT-4.

lipsyncr icon lipsyncr

LipSyncr is a lip reading web app based on the LipNet model that can lip read videos.

ml-notebooks icon ml-notebooks

Repo containing all of my practice projects and notebooks of ML algorithms whilst learning it.

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