Firm Internal

Intelligent Systematic Investment Agent

Explored an ensemble of deep learning and evolutionary strategies as an RL alternative in the context of an investment problem

Read-The-Docs Documentation Templatisation

Explored sphinx and created a solution to automatically generate github-hosted documentation under 10 mins in RTD format

Concept Drift Detection with Chatbots

Explored concept drift and built an sklearn-like toolkit to detect drift in image, text or audio data using multiple drift detection methods for monitoring and extending life of production models

Automated PPT content editor

Built a solution that transforms a non-formatted PPT file to a formatted PwC-compliant file including several Editorial, Branding and Alignment modules using lxml open office format

Trainings Repository

Ideated and built out a repository management system for all internal trainings to boost self-learning and incorporate feedback into future trainings