fahad021 Goto Github PK

followers: 14.0 following: 323.0 repos: 248.0 gists: 3.0

Name: Fahad Abul

Type: User

Bio: Data Scientist | Data Engineer | Technical Writer

Location: Toronto

Blog: https://www.researchgate.net/profile/Abul_Fahad

👋 Hi, I’m Abul Hasan Fahad. I am seeking a Senior Data Scientist/Analytics Engineer position.

Explore my projects:

My Data Engnieering Repo
- https://github.com/datacode09?tab=repositories
Masters Course Projects
- https://github.com/Fahad021/Masters-Course-Projects
Deep Neural Net for large timeseries forecasting
- https://github.com/Fahad021/ANN-based-Multiple-Time-Series-Forecasting-
Forecasting software for hourly ISO Electricity Demand
- https://github.com/Fahad021/ELectricty-Market-Load-Forecaster
Forecasting for hourly Nodal Price in Electricity Market
- https://github.com/Fahad021/LMP_Forecasting
Clustering of Nodal Prices in a Electric Network (PJM)
- https://github.com/Fahad021/PJM-Clustering
Optimization: Optimal Charging Management for Electric Vehicle under Bi-directional Power Flow Scenario
- https://github.com/Fahad021/Optimal-Charging-under-Vehicle-to-Grid-
Exploratory and Statistical Significance Analysis of Electric Vehicle Ownership Survey Data
- https://github.com/Fahad021/Survey-Data-Analysis
Data analytics for Sustainable Development
- https://github.com/Fahad021/Country-Literacy-Rate-Prediction
Energy Consumption Analaytics Use cases
- https://github.com/Fahad021/Smart-Meter-Data-Analysis

Explore my data apps:

Air Travel Data Exploration, Forecast, and Custom Model Training
- https://bi-dashbaord-024e4cae0bac.herokuapp.com/
Covid Data Exploration and Forecasting:
- https://dashboard.heroku.com/apps/covid-forecast-001
ML-based Heart Failure Prediction:
- https://dashboard.heroku.com/apps/heartfailureprediction001
ML-based Salary Prediction:
- https://dashboard.heroku.com/apps/salary-predictor-001

Fahad Abul's Projects

hems

Home Energy Management System for Small Prosumers Considering Electric Vehicle Load Scheduling

hierarchical-probabilistic-forecasting-of-electricity-demand-with-smart-meter-data

Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data, by Souhaib Ben Taieb, James W. Taylor, Rob J. Hyndman

high-frequency-time-series

Comparing various models for High Frequency Time Series Data

Modeling high frequency financial data: R code from my honors thesis at UConn (B.S. Mathematics-Statistics, Economics, 2014). Link to thesis: http://opencommons.uconn.edu/cgi/viewcontent.cgi?article=1395&context=srhonors_theses

household_segmentation

Methods for household energy segmentation by load shape and consumption

itmd526

ITMD - 526 Data Warehousing

jabr-power-flow

A Python implementation of a conic programming formulation to the power flow problem on tree networks, as described by Rabih Jabr.

kafka-for-beginners-training

learning-hadoop-and-spark

Companion to Learning Hadoop and Learning Spark courses on Linked In Learning

learning-jenkins-3003221

Learning Jenkins

learning-sftp-3021327

This repo is for the Linkedin Learning course: Learning SFTP

lem_simulation

Integrates Gridlabd with Python for local electricity market and transactive system development

liwc-python

Linguistic Inquiry and Word Count (LIWC) analyzer

liwcextractor

This is a python module that helps conduct analysis based on methods developed by James Pennebaker and the Linguistic Inquiry and Word Count software. It requires the .dic file that comes with the proprietary LIWC software.

load-forcasting-using-time-series-decomposition-method

Load Forecasting using Time Series Decomposition

load-forecasting-during-covid-19

The code repo for building reliable load forecasting model during the COVID-19 pandemic

load-forecasting-tutorial

Complementary Jupyter notebooks for load forecasting tutorial.

load_forecast

building electricity load day-ahead forecast (15min interval)

loads_clustering

Data Science project to cluster loads coming from http://en.openei.org/datasets/files/961/pub/

loadshape

A Python module containing tools for analyzing electric load shapes

low-voltage-loadforecasting.github.io

This is the repository for the Github pages site produced with Jekyll to our page hosting an overview of load forecasting data sets as presented in our preprint on arXiv.