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  • šŸ‘‹ Hi, Iā€™m @maryamsafiyah-tech
  • šŸ‘€ Iā€™m interested in developements of a.i for transportation, focusing on container loading, truck management etc
  • šŸŒ± Iā€™m currently learning genetic algorithm in phyton, on space and weight optimization
  • šŸ’žļø Iā€™m looking to collaborate on data, phyton coding, and others
  • šŸ“« How to reach me : [email protected]

maryamsafiyah-tech's Projects

detectree icon detectree

Tree detection from aerial imagery in Python

detectreergb icon detectreergb

Repository for tree crown delineation from RGB imagery, coupled with methods to delineate tree crowns from LiDAR data. Further scripts to analyse the mortality rates and carbon stocks of identified individual trees.

justanalytics_car_image_processing icon justanalytics_car_image_processing

Problem Statements: 1. A manufacturing company faced higher complaints in the quality of their product, aircraft parts. The management wants to leverage AI to improve their quality check of products. A smallest dent on the surface can prove to be expensive impacting the integrity of the aircraft. With Image processing, the team wants to identify any defects in the products before approving the quality for shipment. The management would like to understand total defective and non defective parts in a batch of finished product images. Data - https://1drv.ms/u/s!AvJxssZTO60yfnT9bS92VBwhJcg?e=6DBxKV

lidr icon lidr

Airborne LiDAR data manipulation and visualisation for forestry application

movie_sentiment_analysis icon movie_sentiment_analysis

Problem Statement: 1.Sentiment Analysis Build a classifier to predict the sentiment of each sentence to positive vs negative sentiments. Three large review datasets from IMDB, Yelp, and Amazon labelled with positive or negative sentiment can be used in this exercise. Data - https://archive.ics.uci.edu/ml/datasets/Sentiment+Labelled+Sentences

openai-chatbot icon openai-chatbot

A conversational chatbot built in Python using Streamlit and the OpenAI LLM model GPT 3.5.

routeoptimization icon routeoptimization

A Python implementation of the Vehicle Routing Problem (VRP) using a genetic algorithm.

youtube-stuffs icon youtube-stuffs

This repository contains most of the python codes that is presented in my youtube videos.

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