Lynda Starkus's Projects
Scalable datastore for metrics, events, and real-time analytics
Implementing k-means algorithme from scratch
This repo contains my profile's custom README.md
Exploring the distributed computing frameworks which are based on the MapReduce concept like Hadoop
Slides, code and demo of some CD/CI tasks for ML models deployed using MLFlow + Streamlit + FastAPI
Comparing and analyzing behavior of statistical models : TBATS, Facebook prophet, Theta model, Holt winters, SARIMA, OLS, WLS.
Training an instance of NeRF an exploring it
repo
Practice on openMP directives and functions
Predictive Artificial Intelligence Leveraged Operations with Time Series (PailoTS)
web app for a previous project
A simple website made for my portfolio
Our TP from the module TPGO
Application des notions formelles des architectures logicielles pour mieux produire un système qui sert à la gestion des TPs (logiciels, env de dév, outils, énoncés, ressources, codes, ...etc) via des applis conteneurisées via (Docker + k8s).
implementing parallel programs and play with pthreads library
In this project , i used OpenCV , CVZONE , Numpy and Mediapipe Libraries
Studying and implementing a novel metaheuristic method called "the red dear algorithm" to solve the graph coloring problem
A school subject about IoT and electronics platforms : Arduino, Rasberry Pi, cloud and edge computing
Trying to implement SystemX's main techniques and aspects used in their large scale node failure prediction (using LSTM, RF, hybrid MING)
Implementing some statistical, ML, and DL models for time series forecasting from scratch
Repo destined for the audience of GDG IOTMakers' program, this workshop goes throught the basics of converting Tensorflow models into TFlite ones and experimenting with different compression and optimization techniques.