about me

interests

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ML/Cloud Engineering

2019 - present

Specialized in distributed training of large transformer models and scalable data pipelines. Proficient in technologies such as Apache Spark, Dask, and Kubernetes (K8s) for building robust, scalable machine learning infrastructures in cloud environments.

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Machine Learning

2014 - present

I am interested in our understanding of the inherent effectiveness of deep learning systems. Special interests: disentangled representations, causal learning, topological methods, neural machine translation, voice synthesization.

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Pure Mathematics

2019 - present

Group theory, category theory, algebraic topology, mathematical physics (Einstein field equations), type theory.

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Android Platform

2010 - 2016

Started programming for Android in 2010. Over the course of six years, I've built dozens of apps, as well as contributed to open source projects on GitHub - which are now part of several Android apps published to the Google Play Store.

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Game Development

2011 - 2014

Created several multi-platform games with notable interests in pathfinding algorithms (Dijkstra's algorithm, A*) and diffuse shading (how objects reflect light).

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Neuroscience

2020 - present

Neurodegenerative diseases (Alzheimer’s, Parkinson, Multiple sclerosis), affective neuroscience, neural correlates of consciousness.

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