I'm a Software and Machine Learning Engineer with over nine years of experience working on full-stack web and mobile technologies. I currently work on distributed system runtimes and inference engine enhancements for Large Language Models at Amazon AI. Outside the professional sphere, I compose relaxing fingerstyle guitar music and seek experiences in the great outdoors, whether it's kayaking on tranquil waters or snowboarding down groomed slopes.

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1. ASP.NET-core-role-based-authenticationASP.NET-core-role-based-authenticationPublic

   Code sample detailing role-based authentication and custom role creation in ASP.NET core (1.x and 2.x)

   C# 77 25

2. react-webpack-starterreact-webpack-starterPublic

   A really simple boiler plate for creating react applications bundled by webpack (using ES6+, Babel, SASS and webpack development server) ⚛️

   JavaScript 88 32

3. Style-Transfer-GANStyle-Transfer-GANPublic

   Demonstrating Neural Style transfer on image data sets using generative adversarial networks

   Jupyter Notebook 8 2

4. transformer-model-from-scratchtransformer-model-from-scratchPublic

   A Transformer (Encoder-decoder) model for any-to-any language translation. Recreated from the now famous "Attention is all you need" paper.

   Python 1

5. simple-DB-Javasimple-DB-JavaPublic

   A database implementation in Java. SimpleDB is a multi-user transactional database server written in Java, which interacts with Java client programs via JDBC.

   Java

6. gpt-neogpt-neoPublic

   A Decoder-only Auto regressive transformer model inspired by OpenAI's GPT and Meta's Llama models

   Python 1