michaelmml
Investment Professional @ Coller Capital in Private Equity & Credit | Oxford Maths | Interests in statistical simulations, data and ML applied to the real world
Coller CapitalLondon
Pinned Repositories
Financial-Data-Science
Analysing financial information with NLP; Black-Scholes, Monte Carlo simulations and other statistics in portfolio construction, trading and back-testing; ML on loan data and defaults
Foundational-Concepts
Mathematical and programming concepts; gradient step in linear regression; exploratory data analysis; implementation of ML models and hyperparameter tuning
Mathematical-Demo
Demonstrations of quantum mechanics and orbitals of electrons in an atom; gravitational potential of multi-body scenarios.
MCMCDeploy
michaelmml
Config files for my GitHub profile.
NLP-Information-Extraction
Automated PDF and text processing with Spacy and NLTK; information extraction from text based on grammatical structure; deployed on extracted raw search data
Oil-Well-Productivity-SD
Statistical simulation and analysis of oil & gas productivity from South Dakota well-by-well production time series
OOP-Aviation-Aircraft
Object-oriented programming in aviation; graphs and network optimisation for routes and aircraft utilisation / maintenance forecasting
Summarisation-with-Transformers
Abstractive summarisation on financial news articles with Chinese-English translation via multi-headed attention transformer architecture
Word-Generation-with-Attention
Word / sentence generation with trainable RNN and encoder-decoders; applications in image caption generation and classification tasks
michaelmml's Repositories
michaelmml/NLP-Information-Extraction
Automated PDF and text processing with Spacy and NLTK; information extraction from text based on grammatical structure; deployed on extracted raw search data
michaelmml/Financial-Data-Science
Analysing financial information with NLP; Black-Scholes, Monte Carlo simulations and other statistics in portfolio construction, trading and back-testing; ML on loan data and defaults
michaelmml/Oil-Well-Productivity-SD
Statistical simulation and analysis of oil & gas productivity from South Dakota well-by-well production time series
michaelmml/Word-Generation-with-Attention
Word / sentence generation with trainable RNN and encoder-decoders; applications in image caption generation and classification tasks
michaelmml/Summarisation-with-Transformers
Abstractive summarisation on financial news articles with Chinese-English translation via multi-headed attention transformer architecture
michaelmml/OOP-Aviation-Aircraft
Object-oriented programming in aviation; graphs and network optimisation for routes and aircraft utilisation / maintenance forecasting
michaelmml/Foundational-Concepts
Mathematical and programming concepts; gradient step in linear regression; exploratory data analysis; implementation of ML models and hyperparameter tuning
michaelmml/Mathematical-Demo
Demonstrations of quantum mechanics and orbitals of electrons in an atom; gravitational potential of multi-body scenarios.
michaelmml/MCMCDeploy
michaelmml/michaelmml
Config files for my GitHub profile.
michaelmml/ML-NLPAnalytics-Experimentation
Experimentation with deployable transformer-based models; from scratch, Huggingface, RoBERTa, BART, fine-tuning
michaelmml/NLP-Deploy