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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

02456-deep-learning

Exercises and supplementary material for the deep learning course 02456.

02456-deep-learning-with-pytorch

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

alberta-industrial

ML algorithm to study the effect of COVID 19 on Alberta industrial zone air pollution using weather normalization method

albertaenergysources

Get grid data from Alberta Electric System Operator (AESO)

alpg

Artificial Load Profile Generator for DSM

anfis

Python implementation of an Adaptive neuro fuzzy inference system

ann-based-multiple-time-series-forecasting-

Large-Scale Time Series Forecasting Pipeline

approachingalmost

Approaching (Almost) Any Machine Learning Problem

arbitrageconvex

Convex optimization formulation of energy storage arbitrage

arblog

Just the base camp for my website

ashrae-great-energy-predictor-3-solution-analysis

Analysis of top give winning solutions of the ASHRAE Great Energy Predictor III competition

autonomous-energy-controller-rl

Deep reinforcement learning for autonomous energy management

awesome-ci-cd-of-web-apis

This is a repository of links where you can learn CICD of web APIs

awesome-nilm

A curated resources of awesome NILM resources

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

azure-vm-scripts

Some scripts for spinning up/down Azure VMs

bass-difussion-modell-with-python

Deutsch: Bass Difussion anhang von Steam Spy Absatzzahlen

battery

Simple battery optimization code (a proof of concept project for cvxpy)

bayesian-analysis-with-python

Bayesian Analysis with Python by Packt

benchmarks

Machine Learning Benchmark Scripts

bi-directional-motor-controller

In our project we have applied the PWM technique to implement bi-directional speed control of a PMDC motor

book-resource-allocation

Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Foundations and Trends in Communications and Information Theory, vol. 9, no. 2-3, pp. 113-381, 2013

burst_prediction

bursty-pot

Source code for the paper "Inference for Continuous Time Random Maxima with Heavy-Tailed Waiting Times"

caland

ca carbon accounting model

cash-flow-forecast-challenge-solution-2020-topcoder

Cash Flow Forecasting Challenge held in 2020 on the popular TopCoder hackathon platform. I created my ML forecasting model using Python SciPy libraries. The step-by-step guide from data exploration to analysis has been shown in the notebook.

cis-challenge-energy-prediction

My solution to solve the second IEEE-CIS technical challenge

clustering-smart-meter-data-tutorial

cohort

COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility

convex-optimization-with-python

Home work in python using cvxpy to Stephen Boyd's Convex Optimization class (CVX101 Stanford)

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