Ahmed Rachid's Projects
#66DaysOfData challenge in Financial Machine Learning
My personal repository
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver. Therefore, much of the analysis are correct and give an indication how these methods work.
Algorithms for monitoring and explaining machine learning models
A paper list for aspect based sentiment analysis.
Manning liveProject 'Developing and Testing an Automated Trading Strategy using Machine Learning in Python'
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
A curated list of repositories for my book Machine Learning Solutions.
Pandas on AWS
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)
Leveraging BERT and a class-based TF-IDF to create easily interpretable topics.
The sample question for Interview a job in Binary options
Deploy a ML inference service on a budget in less than 10 lines of code.
This is a course project of the course ยซ Machine Learning for Finance ยป at ENSAE ParisTech.
Model Calibration with Neural Networks
A series of interactive labs we prepared for the Chartered Financial Data Scientist Certification. The content of the series is based on Python, IPython Notebook, and PyTorch.
An Android ChatBot powered by Watson Services - Assistant, Speech-to-Text and Text-to-Speech on IBM Cloud.