shaimaa.k's Projects
Unity Project to simulate obstacle avoidance and path finding (using A star search algorithm) to help the agent (robot) solve any maze
AI-based Quantitative structure Activity relationship study for Alzheimer's disease
AI voice assistant web app built using SpeechRecognition,pyttsx3, and streamlit open-source libraries
Arabic part of speech tagging using arabic PUD dataset using bidirectioanl LSTM for sequential labeling classification
Arabic Word Embedding models SkipGram, and GLoVE are trained over Arabic Wiki data Dump 2018 dataset from scratch using Gensim and GLoVE python libraries. Then the models are evaluated on three NLP tasks and its results are visualized in T-SNE
A Bakery online store that costumers can buy freshly baked goods, reserve table and see the daily updated menu
Large Language Model Playground : experiment with Llama2, Falcon, GPT 3.5 Turbo , and Flan chat LLM and tune LLM parameters
Models and examples built with TensorFlow
The project analyzes the N-Queens problem and defines the cost function, solution represntations as(Phenotype, Genotype) where the Genetic Algorithm is applied and experimented with different chess board dimensions (N x N)
Hello there thank you for checking my GitHub this portfolio is regularly updated by as I keep learning new things everyday
Time Management REACT Application with Voice Command Control using AI Voice Recognition Model
Using End to End memory model and bAbI dataset I developed a Recurrent Attention model that can understand the context of a sentence. the system generates an answer based on a story and a question
SSD mobilebet v1 FPN pretrained model over COCO dataset, trained over sticky-note images dataset i built to detect sticky-notes
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent