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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

easy_hmm

A easy HMM program written with Python, including the full codes of training, prediction and decoding.

econometricswithr

📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)

egret

Tools for building power systems optimization problems

electric-power-hourly-load-forecasting-using-recurrent-neural-networks

This project aims to predict the hourly electricity load in Toronto based on the loads of previous 23 hours using LSTM recurrent neural network.

electric-vehicle-charging-scheduling-model-based-on-lagrange-distributed-algorithm

electricity-load-disaggregation

Smart meter load disaggregation with Hidden Markov Models

electricityloaddiagrams

UCIのElectricityLoadDiagrams20112014 Data Set ( https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014 ) を使った教師なし学習

electricty-market-load-forecaster

Contains Day-ahead hourly load forecasting and data processing scripts

electricwaterheater

Electric Water Heater using PIC16F877A

elph

Rapid On-line Temporal Sequence Prediction by an Adaptive Agent

emobility-smart-charging

Smart charging algorithms with REST API for electric vehicle fleets

empath-client

analyze text with empath

energy-evt

Code and data fo "Deep Learning for Energy Markets" paper (https://arxiv.org/abs/1808.05527)

energy-trading-api-wrappers

API Wrappers for Energy Markets Data

energyhubs

Energy Hub scripts for various projects

epftoolbox

An open-access benchmark and toolbox for electricity price forecasting

ev_chargingcoordination2017

Optimal Scheduling of Electric Vehicle Charging in Distribution Networks

ewh-simulation

Simulation for a network of connected electric water heaters (ECSE456/457)

f17-12-752

12-752 - Data-Driven Building Energy Management (Fall 2017)

fahad021

Config files for my GitHub profile.

feast

Feature Store for Machine Learning

filternet

forecast_code_template

forecast_examples

different ways of forecasting time series

forecasting-using-arima-method

fts

Exercises for Analysis of Financial Time Series, 3rd

future_energy_systems

gaussian_trust

Contains codes (MATLAB and Python) for detecting data falsification in AMI / Smartgrid.

gefcom2017

GEFCom2017-D modelling and forecasts. D stands for defined-data track.

ghsom-clustering

A GHSOM algorithm for electricity users classification

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