charmichokshi/ML-Workshop-Material

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charmichokshi/ML-Workshop-Material

charmichokshi

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This repository contains presentations and codes developed by me while delivering sessions on ML and DL.

Unsupervised-Image-Segmentation-Algorithms

verilog_code_inverse_matrix

5x5 matrix inversion using Gauss-Jordan Elimination method in verilog HDL language.

ClickbaitDetector

A Transformer-based News Clickbait Detector

Jupyter Notebook

Udacity-Data-Foundations-Nanodegree

Contains projects done by me as part of the nanodegree.

Face-Recognition

Face Recognition using number of different approaches.

Jupyter Notebook

Region-Growing-Algorithm-on-RGB-Image

Implementation of Region Growing Algorithm on RGB Colour Image with Parallel Processing.

Operating-Systems

Operating Systems lab assignments and final project on CPU job scheduling.

ML-DL

Projects of Machine Learning and Deep Learning

Jupyter Notebook

8-bit-MIPS

Hazard free 8-bit MIPS (microcontroller) using Verilog

Human-Gender-Age-Estimator-on-Real-Time-Video

Human Gender and Age Estimation on Real-time Video

Speaking-Engagements

Jupyter Notebook

IngeniousHackathon_Talisman

CV Recommendation Model created in 36 hr. Data Science Hackathon.

Jupyter Notebook

Real-time-Product-Analysis

A price comparison engine using Web Crawler and Web Scraper

DocBot

This chatbot is built using the Retrieval-Augmented Generation (RAG) framework, leveraging Cohere Model and Embeddings. It processes uploaded PDF documents by breaking them down into manageable chunks, creates a searchable vector store, and generates accurate answers to user queries.