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1. custom-transformer-from-scratch custom-transformer-from-scratch Public

   A clean implementation of transformer architecture built from the ground up in PyTorch. Features modular design with custom attention mechanisms, positional encodings, and sequence-to-sequence mode…

   Python

2. hmm-from-scratch hmm-from-scratch Public

   About A complete Hidden Markov Model implementation built from scratch using only NumPy and basic scipy utilities. Features both discrete and continuous (Gaussian) emission models with numerically …

   Python

3. odin-engine odin-engine Public

   A platform-as-a-service prototype built as a successful final year project, showcasing automated app deployment, dynamic Dockerization, local DNS server integration, and reverse proxy routing for s…

   Go

4. psycholinguistic-tokenization psycholinguistic-tokenization Public

   BPE, WordPiece, word-level and character-level tokenizers evaluation using psycholinguistic and cognitive metrics.

   Python

5. Bigdata-KV-Store Bigdata-KV-Store Public

   This project is a modular, highly optimized key-value store designed for big data. It features advanced data management, compaction strategies, rate limiting, and probabilistic data structures for …

   Go

6. emotion-translation emotion-translation Public

   translator that preserves prosodical & audio features.

   Jupyter Notebook